23/replication_package/Code/replicate_table_A16.R

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## Appendix: Table A16
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## A. U.S. 
degv_yg_nv_maj = lm_robust(degree_violence ~ identity_protesters  , data=us_survey_wave1[us_survey_wave1$tactic==0 & us_survey_wave1$race=="White",], weights=weight)
police_yg_nv_maj = lm_robust(police_action_required ~ identity_protesters  , data=us_survey_wave1[us_survey_wave1$tactic==0 & us_survey_wave1$race == "White",], weights=weight)
degv_yg_nv_min = lm_robust(degree_violence ~ identity_protesters  , data=us_survey_wave1[us_survey_wave1$tactic==0 & us_survey_wave1$race=="Black",], weights=weight)
police_yg_nv_min = lm_robust(police_action_required ~ identity_protesters  , data=us_survey_wave1[us_survey_wave1$tactic==0 & us_survey_wave1$race == "Black",], weights=weight)

# Majority perceptions
us_mean_degv_maj_white = degv_yg_nv_maj$coefficients[1]
us_mean_degv_maj_black = degv_yg_nv_maj$coefficients[1] + degv_yg_nv_maj$coefficients[2] 
us_diff_degv_maj = degv_yg_nv_maj$coefficients[2]
us_pval_diff_degv_maj = degv_yg_nv_maj$p.value[2]
us_pct_change_degv_maj = (degv_yg_nv_maj$coefficients[2] /us_mean_degv_maj_white)*100
us_mean_police_maj_white = police_yg_nv_maj$coefficients[1]
us_mean_police_maj_black = police_yg_nv_maj$coefficients[1] + police_yg_nv_maj$coefficients[2] 
us_diff_police_maj = police_yg_nv_maj$coefficients[2]
us_pval_diff_police_maj = police_yg_nv_maj$p.value[2]
us_pct_change_police_maj = (police_yg_nv_maj$coefficients[2] /us_mean_police_maj_white)*100

# Minority perceptions
us_mean_degv_min_white = degv_yg_nv_min$coefficients[1]
us_mean_degv_min_black = degv_yg_nv_min$coefficients[1] + degv_yg_nv_min$coefficients[2] 
us_diff_degv_min = degv_yg_nv_min$coefficients[2]
us_pval_diff_degv_min = degv_yg_nv_min$p.value[2]
us_pct_change_degv_min = (degv_yg_nv_min$coefficients[2] /us_mean_degv_min_white)*100
us_mean_police_min_white = police_yg_nv_min$coefficients[1]
us_mean_police_min_black = police_yg_nv_min$coefficients[1] + police_yg_nv_min$coefficients[2] 
us_diff_police_min = police_yg_nv_min$coefficients[2]
us_pval_diff_police_min = police_yg_nv_min$p.value[2]
us_pct_change_police_min = (police_yg_nv_min$coefficients[2] /us_mean_police_min_white)*100


## B. ISRAEL
degv_isr_nv_maj = lm_robust(degree_violence ~ identity_protesters  , data=isr_survey_wave1[isr_survey_wave1$survey=="isr" & isr_survey_wave1$tactic==0 &  isr_survey_wave1$ethnicity!= "Ethiopia",])
police_isr_nv_maj = lm_robust(police_action_required ~ identity_protesters  , data=isr_survey_wave1[isr_survey_wave1$survey=="isr" & isr_survey_wave1$tactic==0 & isr_survey_wave1$ethnicity!= "Ethiopia",])
degv_isr_nv_min = lm_robust(degree_violence ~ identity_protesters  , data=isr_survey_wave1[isr_survey_wave1$survey=="isr_ar" & isr_survey_wave1$tactic==0,])
police_isr_nv_min = lm_robust(police_action_required ~ identity_protesters  , data=isr_survey_wave1[isr_survey_wave1$survey=="isr_ar" & isr_survey_wave1$tactic==0,])

# Majority perceptions
israel_mean_degv_maj_whitejew = degv_isr_nv_maj$coefficients[1]
isr_mean_degv_maj_eth = degv_isr_nv_maj$coefficients[1] + degv_isr_nv_maj$coefficients[2] 
isr_mean_degv_maj_arab = degv_isr_nv_maj$coefficients[1] + degv_isr_nv_maj$coefficients[3] 
isr_diff_degv_maj_eth = degv_isr_nv_maj$coefficients[2]
isr_diff_degv_maj_arab = degv_isr_nv_maj$coefficients[3]
isr_pval_diff_degv_maj_eth = degv_isr_nv_maj$p.value[2]
isr_pval_diff_degv_maj_arab = degv_isr_nv_maj$p.value[3]
isr_pct_change_degv_maj_eth = (degv_isr_nv_maj$coefficients[2] /israel_mean_degv_maj_whitejew)*100
isr_pct_change_degv_maj_arab = (degv_isr_nv_maj$coefficients[3] /israel_mean_degv_maj_whitejew)*100
israel_mean_police_maj_whitejew = police_isr_nv_maj$coefficients[1]
isr_mean_police_maj_eth = police_isr_nv_maj$coefficients[1] + police_isr_nv_maj$coefficients[2] 
isr_mean_police_maj_arab = police_isr_nv_maj$coefficients[1] + police_isr_nv_maj$coefficients[3] 
isr_diff_police_maj_eth = police_isr_nv_maj$coefficients[2]
isr_diff_police_maj_arab = police_isr_nv_maj$coefficients[3]
isr_pval_diff_police_maj_eth = police_isr_nv_maj$p.value[2]
isr_pval_diff_police_maj_arab = police_isr_nv_maj$p.value[3]
isr_pct_change_police_maj_eth = (police_isr_nv_maj$coefficients[2] /israel_mean_police_maj_whitejew)*100
isr_pct_change_police_maj_arab = (police_isr_nv_maj$coefficients[3] /israel_mean_police_maj_whitejew)*100

## Minority perceptions
israel_mean_degv_min_whitejew = degv_isr_nv_min$coefficients[1]
isr_mean_degv_min_eth = degv_isr_nv_min$coefficients[1] + degv_isr_nv_min$coefficients[2] 
isr_mean_degv_min_arab = degv_isr_nv_min$coefficients[1] + degv_isr_nv_min$coefficients[3] 
isr_diff_degv_min_eth = degv_isr_nv_min$coefficients[2]
isr_diff_degv_min_arab = degv_isr_nv_min$coefficients[3]
isr_pval_diff_degv_min_eth = degv_isr_nv_min$p.value[2]
isr_pval_diff_degv_min_arab = degv_isr_nv_min$p.value[3]
isr_pct_change_degv_min_eth = (degv_isr_nv_min$coefficients[2] /israel_mean_degv_min_whitejew)*100
isr_pct_change_degv_min_arab = (degv_isr_nv_min$coefficients[3] /israel_mean_degv_min_whitejew)*100
israel_mean_police_min_whitejew = police_isr_nv_min$coefficients[1]
isr_mean_police_min_eth = police_isr_nv_min$coefficients[1] + police_isr_nv_min$coefficients[2] 
isr_mean_police_min_arab = police_isr_nv_min$coefficients[1] + police_isr_nv_min$coefficients[3] 
isr_diff_police_min_eth = police_isr_nv_min$coefficients[2]
isr_diff_police_min_arab = police_isr_nv_min$coefficients[3]
isr_pval_diff_police_min_eth = police_isr_nv_min$p.value[2]
isr_pval_diff_police_min_arab = police_isr_nv_min$p.value[3]
isr_pct_change_police_min_eth = (police_isr_nv_min$coefficients[2] /israel_mean_police_min_whitejew)*100
isr_pct_change_police_min_arab = (police_isr_nv_min$coefficients[3] /israel_mean_police_min_whitejew)*100

us_degv_maj = c(us_mean_degv_maj_white, us_mean_degv_maj_black, us_diff_degv_maj, us_pval_diff_degv_maj, us_pct_change_degv_maj)
us_degv_min = c(us_mean_degv_min_white, us_mean_degv_min_black, us_diff_degv_min, us_pval_diff_degv_min, us_pct_change_degv_min)
us_police_maj = c(us_mean_police_maj_white, us_mean_police_maj_black, us_diff_police_maj, us_pval_diff_police_maj, us_pct_change_police_maj)
us_police_min = c(us_mean_police_min_white, us_mean_police_min_black, us_diff_police_min, us_pval_diff_police_min, us_pct_change_police_min)

isr_degv_maj_eth = c(israel_mean_degv_maj_whitejew, isr_mean_degv_maj_eth, isr_diff_degv_maj_eth, isr_pval_diff_degv_maj_eth, isr_pct_change_degv_maj_eth)
isr_degv_maj_arab = c(israel_mean_degv_maj_whitejew, isr_mean_degv_maj_arab, isr_diff_degv_maj_arab, isr_pval_diff_degv_maj_arab, isr_pct_change_degv_maj_arab)
isr_degv_min_eth = c(israel_mean_degv_min_whitejew, isr_mean_degv_min_eth, isr_diff_degv_min_eth, isr_pval_diff_degv_min_eth, isr_pct_change_degv_min_eth)
isr_degv_min_arab = c(israel_mean_degv_min_whitejew, isr_mean_degv_min_arab, isr_diff_degv_min_arab, isr_pval_diff_degv_min_arab, isr_pct_change_degv_min_arab)
isr_police_maj_eth = c(israel_mean_police_maj_whitejew, isr_mean_police_maj_eth, isr_diff_police_maj_eth, isr_pval_diff_police_maj_eth, isr_pct_change_police_maj_eth)
isr_police_maj_arab = c(israel_mean_police_maj_whitejew, isr_mean_police_maj_arab, isr_diff_police_maj_arab, isr_pval_diff_police_maj_arab, isr_pct_change_police_maj_arab)
isr_police_min_eth = c(israel_mean_police_min_whitejew, isr_mean_police_min_eth, isr_diff_police_min_eth, isr_pval_diff_police_min_eth, isr_pct_change_police_min_eth)
isr_police_min_arab = c(israel_mean_police_min_whitejew, isr_mean_police_min_arab, isr_diff_police_min_arab, isr_pval_diff_police_min_arab, isr_pct_change_police_min_arab)

pct_change_tab = rbind(us_degv_maj, us_degv_min, us_police_maj, us_police_min, 
                       isr_degv_maj_arab, isr_degv_min_arab, isr_police_maj_arab, isr_police_min_arab,
                       isr_degv_maj_eth, isr_degv_min_eth, isr_police_maj_eth, isr_police_min_eth) 
colnames(pct_change_tab) = c("Mean (majority)", "Mean (minority)", "Difference", "P-value", "Percent change")

table_a15 = xtable(pct_change_tab, digits=2)
print(table_a15, file="Tables/table_A16.tex")