---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- name: log: C:\Users\therriault\Desktop\Research\projects_current\QP\QPv7\bjps\therriault_bjps_final\01_cces08_prep.log log type: text opened on: 22 Nov 2014, 16:35:54 . ************************************************************************; . * File-Name: 01_cces08_prep.do *; . * Date: November 22, 2014 *; . * Author: Andrew Therriault *; . * Purpose: Final data prep for BJPS article *; . * Data In: 2008_cces_nyu.dta *; . * cces_2008_recodes.csv *; . * Data Out: cces_2008_prepped.dta *; . * Log File: 01_cces08_prep.log *; . * Status: Submission *; . * Machine: AMT-ThinkPad2 *; . ************************************************************************; . ************************************************************************; . * *; . * Merging in recoded variables *; . * *; . ************************************************************************; . insheet using cces_2008_recodes.csv; (119 vars, 75 obs) . save cces_2008_recodes.dta, replace; file cces_2008_recodes.dta saved . #delimit cr; delimiter now cr . . . local oldvars v206 v207 v208 v209 v211 v213 v214 /// > cc333 v215 v219 v246 v243 cc307a v628 /// > v622 v637 v640 v669 v660 v675 ucb444 ucb445 ucb446 ucb447 /// > ucb448 ucb449 ucb450 ucb451 ucb452 /// > cc410 cc411 cc412 . . local newvars dem_region_* dem_age_* dem_female dem_retired /// > dem_race* dem_educ* dem_married dem_homeowner /// > dem_bornagain dem_religion* dem_income* /// > beh_ideology beh_pid* /// > con_openseat_house con_incumbentdem_house /// > con_incumbentrep_house con_unopposed_house /// > con_openseat_senate con_incumbentdem_senate /// > con_incumbentrep_senate /// > eval_health eval_socsec eval_iraq eval_terror eval_econ /// > eval_taxes eval_educ eval_energy eval_immig /// > beh_vote2p_mccain beh_vote2p_senaterep beh_vote2p_houserep . . . while "`oldvars'" ~="" { 2. . gettoken o oldvars : oldvars 3. . gettoken n newvars : newvars 4. . use cces_2008_recodes.dta 5. . keep `o' `n' 6. . duplicates drop `o', force 7. . save temp\__`o'.dta, replace 8. . clear 9. . } Duplicates in terms of v206 (23 observations deleted) (note: file temp\__v206.dta not found) file temp\__v206.dta saved Duplicates in terms of v207 (0 observations are duplicates) (note: file temp\__v207.dta not found) file temp\__v207.dta saved Duplicates in terms of v208 (72 observations deleted) (note: file temp\__v208.dta not found) file temp\__v208.dta saved Duplicates in terms of v209 (64 observations deleted) (note: file temp\__v209.dta not found) file temp\__v209.dta saved Duplicates in terms of v211 (67 observations deleted) (note: file temp\__v211.dta not found) file temp\__v211.dta saved Duplicates in terms of v213 (68 observations deleted) (note: file temp\__v213.dta not found) file temp\__v213.dta saved Duplicates in terms of v214 (68 observations deleted) (note: file temp\__v214.dta not found) file temp\__v214.dta saved Duplicates in terms of cc333 (70 observations deleted) (note: file temp\__cc333.dta not found) file temp\__cc333.dta saved Duplicates in terms of v215 (72 observations deleted) (note: file temp\__v215.dta not found) file temp\__v215.dta saved Duplicates in terms of v219 (64 observations deleted) (note: file temp\__v219.dta not found) file temp\__v219.dta saved Duplicates in terms of v246 (60 observations deleted) (note: file temp\__v246.dta not found) file temp\__v246.dta saved Duplicates in terms of v243 (68 observations deleted) (note: file temp\__v243.dta not found) file temp\__v243.dta saved Duplicates in terms of cc307a (66 observations deleted) (note: file temp\__cc307a.dta not found) file temp\__cc307a.dta saved Duplicates in terms of v628 (72 observations deleted) (note: file temp\__v628.dta not found) file temp\__v628.dta saved Duplicates in terms of v622 (72 observations deleted) (note: file temp\__v622.dta not found) file temp\__v622.dta saved Duplicates in terms of v637 (72 observations deleted) (note: file temp\__v637.dta not found) file temp\__v637.dta saved Duplicates in terms of v640 (72 observations deleted) (note: file temp\__v640.dta not found) file temp\__v640.dta saved Duplicates in terms of v669 (72 observations deleted) (note: file temp\__v669.dta not found) file temp\__v669.dta saved Duplicates in terms of v660 (72 observations deleted) (note: file temp\__v660.dta not found) file temp\__v660.dta saved Duplicates in terms of v675 (72 observations deleted) (note: file temp\__v675.dta not found) file temp\__v675.dta saved Duplicates in terms of ucb444 (70 observations deleted) (note: file temp\__ucb444.dta not found) file temp\__ucb444.dta saved Duplicates in terms of ucb445 (70 observations deleted) (note: file temp\__ucb445.dta not found) file temp\__ucb445.dta saved Duplicates in terms of ucb446 (70 observations deleted) (note: file temp\__ucb446.dta not found) file temp\__ucb446.dta saved Duplicates in terms of ucb447 (70 observations deleted) (note: file temp\__ucb447.dta not found) file temp\__ucb447.dta saved Duplicates in terms of ucb448 (70 observations deleted) (note: file temp\__ucb448.dta not found) file temp\__ucb448.dta saved Duplicates in terms of ucb449 (70 observations deleted) (note: file temp\__ucb449.dta not found) file temp\__ucb449.dta saved Duplicates in terms of ucb450 (70 observations deleted) (note: file temp\__ucb450.dta not found) file temp\__ucb450.dta saved Duplicates in terms of ucb451 (70 observations deleted) (note: file temp\__ucb451.dta not found) file temp\__ucb451.dta saved Duplicates in terms of ucb452 (70 observations deleted) (note: file temp\__ucb452.dta not found) file temp\__ucb452.dta saved Duplicates in terms of cc410 (72 observations deleted) (note: file temp\__cc410.dta not found) file temp\__cc410.dta saved Duplicates in terms of cc411 (72 observations deleted) (note: file temp\__cc411.dta not found) file temp\__cc411.dta saved Duplicates in terms of cc412 (72 observations deleted) (note: file temp\__cc412.dta not found) file temp\__cc412.dta saved . . use 2008_cces_nyu.dta . . local oldvars v206 v207 v208 v209 v211 v213 v214 /// > cc333 v215 v219 v246 v243 cc307a v628 /// > v622 v637 v640 v669 v660 v675 ucb444 ucb445 ucb446 ucb447 /// > ucb448 ucb449 ucb450 ucb451 ucb452 /// > cc410 cc411 cc412 . . local newvars dem_region_* dem_age_* dem_female dem_retired /// > dem_race* dem_educ* dem_married dem_homeowner /// > dem_bornagain dem_religion* dem_income* /// > beh_ideology beh_pid* /// > con_openseat_house con_incumbentdem_house /// > con_incumbentrep_house con_unopposed_house /// > con_openseat_senate con_incumbentdem_senate /// > con_incumbentrep_senate /// > eval_health eval_socsec eval_iraq eval_terror eval_econ /// > eval_taxes eval_educ eval_energy eval_immig /// > beh_vote2p_mccain beh_vote2p_senaterep beh_vote2p_houserep . . while "`oldvars'" ~="" { 2. . gettoken o oldvars : oldvars 3. . gettoken n newvars : newvars 4. . di "Matching `o' and `n'" 5. . merge m:1 `o' using temp\__`o'.dta, /// > keep(master match) keepusing(`n') 6. . drop _merge 7. . } Matching v206 and dem_region_* Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v207 and dem_age_* Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v208 and dem_female Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v209 and dem_retired Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v211 and dem_race* Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v213 and dem_educ* Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v214 and dem_married Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching cc333 and dem_homeowner Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v215 and dem_bornagain Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v219 and dem_religion* Result # of obs. ----------------------------------------- not matched 20 from master 20 (_merge==1) from using 0 (_merge==2) matched 980 (_merge==3) ----------------------------------------- Matching v246 and dem_income* Result # of obs. ----------------------------------------- not matched 64 from master 64 (_merge==1) from using 0 (_merge==2) matched 936 (_merge==3) ----------------------------------------- Matching v243 and beh_ideology Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching cc307a and beh_pid* Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v628 and con_openseat_house Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v622 and con_incumbentdem_house Result # of obs. ----------------------------------------- not matched 389 from master 389 (_merge==1) from using 0 (_merge==2) matched 611 (_merge==3) ----------------------------------------- Matching v637 and con_incumbentrep_house Result # of obs. ----------------------------------------- not matched 382 from master 382 (_merge==1) from using 0 (_merge==2) matched 618 (_merge==3) ----------------------------------------- Matching v640 and con_unopposed_house Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v669 and con_openseat_senate Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v660 and con_incumbentdem_senate Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching v675 and con_incumbentrep_senate Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching ucb444 and eval_health Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching ucb445 and eval_socsec Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching ucb446 and eval_iraq Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching ucb447 and eval_terror Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching ucb448 and eval_econ Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching ucb449 and eval_taxes Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching ucb450 and eval_educ Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching ucb451 and eval_energy Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching ucb452 and eval_immig Result # of obs. ----------------------------------------- not matched 0 matched 1,000 (_merge==3) ----------------------------------------- Matching cc410 and beh_vote2p_mccain Result # of obs. ----------------------------------------- not matched 20 from master 20 (_merge==1) from using 0 (_merge==2) matched 980 (_merge==3) ----------------------------------------- Matching cc411 and beh_vote2p_senaterep Result # of obs. ----------------------------------------- not matched 12 from master 12 (_merge==1) from using 0 (_merge==2) matched 988 (_merge==3) ----------------------------------------- Matching cc412 and beh_vote2p_houserep Result # of obs. ----------------------------------------- not matched 31 from master 31 (_merge==1) from using 0 (_merge==2) matched 969 (_merge==3) ----------------------------------------- . . . . #delimit ; delimiter now ; . keep splitabc dem* beh* con* eval*; . ************************************************************************; . * *; . * Dealing with missing data *; . * *; . ************************************************************************; . #delimit cr delimiter now cr . . local demvars homeowner bornagain religion_catholic religion_none /// > income_under40k income_over70k . . foreach v of local demvars { 2. . bysort dem_region* dem_age* dem_female* beh_pid_3pt_3way: hotdeckvar dem_`v' 3. . drop dem_`v' 4. . rename dem_`v'_i dem_`v' 5. . } ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:16 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:26 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:29 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:19 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:12 Number of observations with missing values:1 Imputing dem_homeowner_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:13 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:17 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:1 Imputing dem_homeowner_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:1 Imputing dem_homeowner_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:1 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:24 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:34 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:28 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:34 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:32 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:31 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:15 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:22 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:17 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:23 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:26 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:35 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:23 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:1 Imputing dem_homeowner_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:16 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:16 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:26 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:29 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:19 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:13 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:13 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:17 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:7 Number of observations with missing values:1 Imputing dem_bornagain_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:4 Number of observations with missing values:1 Imputing dem_bornagain_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:1 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:24 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:34 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:28 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:34 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:32 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:31 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:13 Number of observations with missing values:1 Imputing dem_bornagain_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:15 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:20 Number of observations with missing values:2 Imputing dem_bornagain_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:17 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:23 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:26 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:35 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:23 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:16 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:15 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:26 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:29 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:18 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:13 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:12 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:16 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:7 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:2 Imputing dem_religion_catholic_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:1 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:4 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:4 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:9 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:2 Imputing dem_religion_catholic_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:6 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:7 Number of observations with missing values:2 Imputing dem_religion_catholic_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:1 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:23 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:34 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:26 Number of observations with missing values:2 Imputing dem_religion_catholic_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:34 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:31 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:31 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:17 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:15 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:1 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:21 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:17 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:23 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:26 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:34 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:23 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:16 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:1 Imputing dem_religion_catholic_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:15 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:26 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:29 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:18 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:13 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:12 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:16 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:7 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:2 Imputing dem_religion_none_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:1 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:4 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:4 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:9 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:2 Imputing dem_religion_none_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:6 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:7 Number of observations with missing values:2 Imputing dem_religion_none_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:1 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:23 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:34 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:26 Number of observations with missing values:2 Imputing dem_religion_none_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:34 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:31 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:31 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:17 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:15 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:1 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:21 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:17 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:23 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:26 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:34 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:23 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:16 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:1 Imputing dem_religion_none_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:15 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:25 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:28 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:19 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:17 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:6 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:6 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:12 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:12 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:17 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:5 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:7 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:1 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:2 Number of observations with missing values:2 Imputing dem_income_under40k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:4 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:9 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:2 Imputing dem_income_under40k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:1 Number of observations with missing values:2 Warning: More missing values than observations without missing values. Imputing dem_income_under40k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:1 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:1 Number of observations with missing values:2 Warning: More missing values than observations without missing values. Imputing dem_income_under40k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:1 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:23 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:33 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:27 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:34 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:28 Number of observations with missing values:4 Imputing dem_income_under40k_i (4 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:25 Number of observations with missing values:6 Imputing dem_income_under40k_i (6 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:16 Number of observations with missing values:2 Imputing dem_income_under40k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:11 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:13 Number of observations with missing values:2 Imputing dem_income_under40k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:21 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:16 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:21 Number of observations with missing values:2 Imputing dem_income_under40k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:23 Number of observations with missing values:3 Imputing dem_income_under40k_i (3 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:32 Number of observations with missing values:3 Imputing dem_income_under40k_i (3 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:22 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:13 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:13 Number of observations with missing values:3 Imputing dem_income_under40k_i (3 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:5 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:5 Number of observations with missing values:1 Imputing dem_income_under40k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:15 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:25 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:28 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:19 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:17 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:6 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:12 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:6 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:12 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:12 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:17 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:6 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:5 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:7 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:1 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:5 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:2 Number of observations with missing values:2 Imputing dem_income_over70k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:4 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 1, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:9 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:6 Number of observations with missing values:2 Imputing dem_income_over70k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:7 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:3 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:1 Number of observations with missing values:2 Warning: More missing values than observations without missing values. Imputing dem_income_over70k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:1 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:1 Number of observations with missing values:2 Warning: More missing values than observations without missing values. Imputing dem_income_over70k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:1 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 0, dem_region_mountains = 1, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:4 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:23 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:33 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:27 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:34 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:28 Number of observations with missing values:4 Imputing dem_income_over70k_i (4 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:25 Number of observations with missing values:6 Imputing dem_income_over70k_i (6 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:16 Number of observations with missing values:2 Imputing dem_income_over70k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:18 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:11 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:11 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:13 Number of observations with missing values:2 Imputing dem_income_over70k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:21 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:16 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 0, dem_region_south = 1, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:21 Number of observations with missing values:2 Imputing dem_income_over70k_i (2 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:23 Number of observations with missing values:3 Imputing dem_income_over70k_i (3 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:9 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:32 Number of observations with missing values:3 Imputing dem_income_over70k_i (3 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:22 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:13 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:7 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:13 Number of observations with missing values:3 Imputing dem_income_over70k_i (3 real changes made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:5 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 0, dem_age_55_up = 1, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 0 Number of observations without missing values:10 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 1 Number of observations without missing values:5 Number of observations with missing values:1 Imputing dem_income_over70k_i (1 real change made) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 0, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 0 Number of observations without missing values:8 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 1 Number of observations without missing values:14 Number of observations with missing values:0 This by-group has no missing values. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -> dem_region_northeast = 1, dem_region_south = 0, dem_region_mountains = 0, dem_region_west = 0, dem_age_18_34 = 1, dem_age_55_up = 0, dem_female = 1, beh_pid_3pt_3way = 2 Number of observations without missing values:2 Number of observations with missing values:0 This by-group has no missing values. . . . #delimit ; delimiter now ; . ************************************************************************; . * *; . * Generating sample weights for question wordings *; . * *; . ************************************************************************; . mprobit splitabc dem* i.beh_pid_7pt; Iteration 0: log likelihood = -887.12344 Iteration 1: log likelihood = -887.05588 Iteration 2: log likelihood = -887.05588 Multinomial probit regression Number of obs = 837 Wald chi2(48) = 58.51 Log likelihood = -887.05588 Prob > chi2 = 0.1423 --------------------------------------------------------------------------------------- splitabc | Coef. Std. Err. z P>|z| [95% Conf. Interval] ----------------------+---------------------------------------------------------------- better_job | (base outcome) ----------------------+---------------------------------------------------------------- better_ideas | dem_region_northeast | .1371413 .2112877 0.65 0.516 -.276975 .5512576 dem_region_south | -.0100033 .1887856 -0.05 0.958 -.3800164 .3600097 dem_region_mountains | .3369416 .2885868 1.17 0.243 -.2286781 .9025614 dem_region_west | .1994109 .2484095 0.80 0.422 -.2874628 .6862847 dem_age_18_34 | -.0527417 .2003688 -0.26 0.792 -.4454573 .3399739 dem_age_55_up | -.0353045 .2086713 -0.17 0.866 -.4442928 .3736838 dem_female | -.0612019 .1405887 -0.44 0.663 -.3367508 .2143469 dem_retired | -.2789382 .2193608 -1.27 0.204 -.7088775 .151001 dem_race_nonwhite | .1122021 .1767422 0.63 0.526 -.2342063 .4586105 dem_educ_somecollege | .2105257 .171669 1.23 0.220 -.1259394 .5469908 dem_educ_bachelors | .0635503 .1809693 0.35 0.725 -.2911429 .4182435 dem_married | .0884556 .1596103 0.55 0.579 -.2243748 .401286 dem_homeowner | .0711067 .1819022 0.39 0.696 -.2854151 .4276284 dem_bornagain | -.1312964 .1732873 -0.76 0.449 -.4709334 .2083405 dem_religion_catholic | -.3074596 .1915136 -1.61 0.108 -.6828194 .0679001 dem_religion_none | -.0357359 .1901061 -0.19 0.851 -.408337 .3368653 dem_income_under40k | .0395181 .1789925 0.22 0.825 -.3113008 .3903369 dem_income_over70k | .048374 .1707513 0.28 0.777 -.2862924 .3830405 | beh_pid_7pt | 2 | -.2938111 .2512568 -1.17 0.242 -.7862653 .1986431 3 | .0895611 .2400946 0.37 0.709 -.3810157 .560138 4 | .0377922 .2225053 0.17 0.865 -.3983102 .4738946 5 | .3775074 .2726815 1.38 0.166 -.1569386 .9119534 6 | -.0512404 .2971607 -0.17 0.863 -.6336647 .531184 7 | .1475092 .2148797 0.69 0.492 -.2736472 .5686656 | _cons | -.2671867 .3147046 -0.85 0.396 -.8839963 .349623 ----------------------+---------------------------------------------------------------- better_qualified | dem_region_northeast | .0782686 .2029201 0.39 0.700 -.3194474 .4759846 dem_region_south | -.3957676 .1846418 -2.14 0.032 -.757659 -.0338763 dem_region_mountains | .0931769 .2847603 0.33 0.744 -.464943 .6512968 dem_region_west | -.2337755 .2462747 -0.95 0.342 -.716465 .2489139 dem_age_18_34 | -.0162938 .1990111 -0.08 0.935 -.4063485 .3737608 dem_age_55_up | -.2328356 .2076433 -1.12 0.262 -.6398089 .1741377 dem_female | .0121607 .138641 0.09 0.930 -.2595706 .283892 dem_retired | .0115466 .2152855 0.05 0.957 -.4104053 .4334985 dem_race_nonwhite | .3466805 .1720071 2.02 0.044 .0095528 .6838083 dem_educ_somecollege | .28965 .1689145 1.71 0.086 -.0414163 .6207162 dem_educ_bachelors | .0387471 .1787064 0.22 0.828 -.311511 .3890052 dem_married | .0884293 .1576478 0.56 0.575 -.2205548 .3974134 dem_homeowner | -.2455673 .1809002 -1.36 0.175 -.6001251 .1089905 dem_bornagain | -.0104618 .1710927 -0.06 0.951 -.3457973 .3248737 dem_religion_catholic | -.0428953 .1852108 -0.23 0.817 -.4059018 .3201112 dem_religion_none | .0539931 .1912041 0.28 0.778 -.3207601 .4287464 dem_income_under40k | .1824045 .1779416 1.03 0.305 -.1663548 .5311637 dem_income_over70k | .3833785 .1693733 2.26 0.024 .051413 .715344 | beh_pid_7pt | 2 | -.3671627 .2556532 -1.44 0.151 -.8682337 .1339084 3 | .231509 .2385328 0.97 0.332 -.2360067 .6990247 4 | -.0402296 .2279092 -0.18 0.860 -.4869234 .4064642 5 | .7208332 .2675817 2.69 0.007 .1963828 1.245284 6 | .5927822 .2796327 2.12 0.034 .0447122 1.140852 7 | .5804773 .2109726 2.75 0.006 .1669786 .9939761 | _cons | -.3097456 .314108 -0.99 0.324 -.925386 .3058948 --------------------------------------------------------------------------------------- . predict word1-word3; (option pr assumed; predicted probabilities) . replace word1 = (1/word1)/3; (1000 real changes made) . replace word2 = (1/word2)/3; (1000 real changes made) . replace word3 = (1/word3)/3; (1000 real changes made) . gen weight = .; (1000 missing values generated) . replace weight = word1 if splitabc == 1; (295 real changes made) . replace weight = word2 if splitabc == 2; (251 real changes made) . replace weight = word3 if splitabc == 3; (291 real changes made) . ************************************************************************; . * *; . * Generating binary eval vars and "unsures" *; . * *; . ************************************************************************; . #delimit cr delimiter now cr . . local evars health socsec iraq terror econ taxes educ energy immig . . while "`evars'" ~="" { 2. . gettoken e evars : evars 3. . gen beval_`e' = eval_`e' 4. . replace beval_`e' = . if beval_`e' == 0 5. . replace beval_`e' = 0 if beval_`e' == -1 6. . gen unsure_`e' = (beval_`e' == .) 7. . } (180 missing values generated) (179 real changes made, 179 to missing) (419 real changes made) (181 missing values generated) (218 real changes made, 218 to missing) (387 real changes made) (180 missing values generated) (148 real changes made, 148 to missing) (341 real changes made) (179 missing values generated) (214 real changes made, 214 to missing) (245 real changes made) (178 missing values generated) (200 real changes made, 200 to missing) (397 real changes made) (182 missing values generated) (167 real changes made, 167 to missing) (345 real changes made) (180 missing values generated) (252 real changes made, 252 to missing) (381 real changes made) (181 missing values generated) (189 real changes made, 189 to missing) (371 real changes made) (180 missing values generated) (319 real changes made, 319 to missing) (267 real changes made) . . . #delimit ; delimiter now ; . ************************************************************************; . * *; . * Fixing controls *; . * *; . ************************************************************************; . replace con_incumbentdem_house = 0 if con_incumbentdem_house == .; (602 real changes made) . replace con_incumbentrep_house = 0 if con_incumbentrep_house == .; (644 real changes made) . ************************************************************************; . * *; . * Generating 3way votes + extremism *; . * *; . ************************************************************************; . gen beh_vote_3way_pres = 1; . replace beh_vote_3way_pres = 0 if beh_vote2p_mccain == 0; (354 real changes made) . replace beh_vote_3way_pres = 2 if beh_vote2p_mccain == 1; (327 real changes made) . gen beh_vote_3way_senate = 1; . replace beh_vote_3way_senate = 0 if beh_vote2p_senaterep == 0; (196 real changes made) . replace beh_vote_3way_senate = 2 if beh_vote2p_senaterep == 1; (170 real changes made) . replace beh_vote_3way_senate = . if con_openseat_senate == .; (187 real changes made, 187 to missing) . gen beh_vote_3way_house = 1; . replace beh_vote_3way_house = 0 if beh_vote2p_houserep == 0; (312 real changes made) . replace beh_vote_3way_house = 2 if beh_vote2p_houserep == 1; (268 real changes made) . gen beh_extreme = abs(3 - beh_ideology); . ************************************************************************; . * *; . * Generating defections *; . * *; . ************************************************************************; . #delimit cr delimiter now cr . . local evars health socsec iraq terror econ taxes educ energy immig . . while "`evars'" ~="" { 2. . gettoken e evars : evars 3. . gen defect_`e' = . 4. . replace defect_`e' = 0 if beh_pid_3pt_dem == 1 & eval_`e' == -1 5. replace defect_`e' = 1 if beh_pid_3pt_dem == 1 & eval_`e' == 0 6. replace defect_`e' = 1 if beh_pid_3pt_dem == 1 & eval_`e' == 1 7. . replace defect_`e' = 0 if beh_pid_3pt_rep == 1 & eval_`e' == 1 8. replace defect_`e' = 1 if beh_pid_3pt_rep == 1 & eval_`e' == 0 9. replace defect_`e' = 1 if beh_pid_3pt_rep == 1 & eval_`e' == -1 10. . } (1000 missing values generated) (268 real changes made) (23 real changes made) (10 real changes made) (155 real changes made) (53 real changes made) (24 real changes made) (1000 missing values generated) (258 real changes made) (35 real changes made) (8 real changes made) (149 real changes made) (64 real changes made) (18 real changes made) (1000 missing values generated) (234 real changes made) (36 real changes made) (31 real changes made) (205 real changes made) (16 real changes made) (11 real changes made) (1000 missing values generated) (180 real changes made) (78 real changes made) (42 real changes made) (206 real changes made) (22 real changes made) (4 real changes made) (1000 missing values generated) (264 real changes made) (32 real changes made) (5 real changes made) (151 real changes made) (61 real changes made) (20 real changes made) (1000 missing values generated) (241 real changes made) (40 real changes made) (20 real changes made) (191 real changes made) (27 real changes made) (12 real changes made) (1000 missing values generated) (249 real changes made) (41 real changes made) (9 real changes made) (126 real changes made) (86 real changes made) (20 real changes made) (1000 missing values generated) (251 real changes made) (30 real changes made) (19 real changes made) (168 real changes made) (47 real changes made) (17 real changes made) (1000 missing values generated) (190 real changes made) (81 real changes made) (29 real changes made) (142 real changes made) (80 real changes made) (10 real changes made) . . . #delimit ; delimiter now ; . ************************************************************************; . * *; . * Saving and closing *; . * *; . ************************************************************************; . sum; Variable | Obs Mean Std. Dev. Min Max -------------+-------------------------------------------------------- splitabc | 837 1.995221 .8372181 1 3 dem_regi~ast | 1000 .229 .4203995 0 1 dem_region~h | 1000 .342 .474617 0 1 dem_region~s | 1000 .083 .2760203 0 1 dem_regi~est | 1000 .125 .3308844 0 1 -------------+-------------------------------------------------------- dem_age_1~34 | 1000 .207 .4053583 0 1 dem_age_55~p | 1000 .239 .4266861 0 1 dem_female | 1000 .508 .5001862 0 1 dem_retired | 1000 .195 .396399 0 1 dem_race_n~e | 1000 .246 .430894 0 1 -------------+-------------------------------------------------------- dem_educ_s~e | 1000 .314 .4643486 0 1 dem_educ_b~s | 1000 .303 .4597852 0 1 dem_married | 1000 .609 .4882186 0 1 beh_ideology | 1000 3.126 1.001562 1 5 beh_pid_3p~m | 1000 .371 .4833142 0 1 -------------+-------------------------------------------------------- beh_pid_3p~p | 1000 .271 .4446985 0 1 beh_pid~3way | 1000 .9 .7953821 0 2 beh_pid~2way | 642 .4221184 .4942823 0 1 beh_pid_7pt | 1000 3.701 2.242907 1 7 con_opens~se | 813 .0725707 .2595903 0 1 -------------+-------------------------------------------------------- con_~m_house | 1000 .398 .4897304 0 1 con_~p_house | 1000 .356 .4790548 0 1 con_unoppo~e | 814 .1253071 .3312704 0 1 con_opens~te | 813 .0553506 .228804 0 1 con~m_senate | 435 .3701149 .4833912 0 1 -------------+-------------------------------------------------------- con~p_senate | 426 .5375587 .4991736 0 1 eval_health | 820 -.2402439 .8513954 -1 1 eval_socsec | 819 -.2112332 .8306894 -1 1 eval_iraq | 820 -.0121951 .9057394 -1 1 eval_terror | 821 .1425091 .8484753 -1 1 -------------+-------------------------------------------------------- eval_econ | 822 -.2092457 .8448524 -1 1 eval_taxes | 818 -.0476773 .8913707 -1 1 eval_educ | 820 -.2365854 .7984283 -1 1 eval_energy | 819 -.1367521 .8668605 -1 1 eval_immig | 820 -.0402439 .781089 -1 1 -------------+-------------------------------------------------------- beh_vote2p~n | 681 .4801762 .4999741 0 1 beh_vo~terep | 366 .4644809 .4994195 0 1 beh_vo~serep | 580 .462069 .4989895 0 1 dem_homeow~r | 1000 .669 .4708085 0 1 dem_bornag~n | 1000 .325 .4686092 0 1 -------------+-------------------------------------------------------- dem_religi~c | 1000 .205 .4039036 0 1 dem_religi~e | 1000 .22 .4144536 0 1 dem_inco~40k | 1000 .337 .4729214 0 1 dem_inco~70k | 1000 .36 .4802402 0 1 word1 | 1000 1.028131 .3220083 .5089478 3.503566 -------------+-------------------------------------------------------- word2 | 1000 1.160529 .261438 .6744903 2.859158 word3 | 1000 1.066966 .3884014 .4883919 2.80624 weight | 837 1.000044 .2951126 .4883919 2.783285 beval_health | 641 .3463339 .4761727 0 1 unsure_hea~h | 1000 .359 .4799472 0 1 -------------+-------------------------------------------------------- beval_socsec | 601 .3560732 .4792361 0 1 unsure_soc~c | 1000 .399 .4899378 0 1 beval_iraq | 672 .4925595 .500317 0 1 unsure_iraq | 1000 .328 .4697197 0 1 beval_terror | 607 .5963756 .4910285 0 1 -------------+-------------------------------------------------------- unsure_ter~r | 1000 .393 .4886612 0 1 beval_econ | 622 .3617363 .4808897 0 1 unsure_econ | 1000 .378 .4851302 0 1 beval_taxes | 651 .4700461 .4994857 0 1 unsure_taxes | 1000 .349 .4768925 0 1 -------------+-------------------------------------------------------- beval_educ | 568 .3292254 .4703462 0 1 unsure_educ | 1000 .432 .4956023 0 1 beval_energy | 630 .4111111 .4924263 0 1 unsure_ene~y | 1000 .37 .4830459 0 1 beval_immig | 501 .4670659 .4994128 0 1 -------------+-------------------------------------------------------- unsure_immig | 1000 .499 .5002492 0 1 beh_vote_3~s | 1000 .973 .8251981 0 2 beh_vote_~te | 813 .9680197 .6706079 0 2 beh_vote_~se | 1000 .956 .7606856 0 2 beh_extreme | 1000 .704 .723123 0 2 -------------+-------------------------------------------------------- defect_hea~h | 533 .206379 .4050859 0 1 defect_soc~c | 532 .2349624 .4243744 0 1 defect_iraq | 533 .1763602 .3814844 0 1 defect_ter~r | 532 .2744361 .4466497 0 1 defect_econ | 533 .2213884 .4155714 0 1 -------------+-------------------------------------------------------- defect_taxes | 531 .1864407 .3898291 0 1 defect_educ | 531 .2937853 .4559243 0 1 defect_ene~y | 532 .212406 .4093956 0 1 defect_immig | 532 .3759398 .4848205 0 1 . save cces_2008_prepped.dta, replace; (note: file cces_2008_prepped.dta not found) file cces_2008_prepped.dta saved . log close; name: log: C:\Users\therriault\Desktop\Research\projects_current\QP\QPv7\bjps\therriault_bjps_final\01_cces08_prep.log log type: text closed on: 22 Nov 2014, 16:35:58 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------