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use "Data\fars_data.dta", clear
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egen county_id=group(county_fips)
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drop if county_id==.
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drop if date==.
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xtset county_id date
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tsfill, full
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sort county_id date
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bysort county_id: egen county_fips2 = mean(county_fips)
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replace county_fips = county_fips2
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drop county_fips2
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foreach var of varlist incidents Fatal Violation Drug FatalViolation FatalDrug Black Mexican MexicanViolation MexicanDrug Asian BlackViolation BlackDrug Hispanic HispanicViolation HispanicDrug White {
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replace `var' = 0 if `var'==.
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}
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sort county_fips date
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forval ii=1/9 {
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by county_fips: egen event_day_Trump2_`ii' = mean(event_day_Trump_`ii')
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replace event_day_Trump_`ii' = event_day_Trump2_`ii'
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}
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forval ii = 1/9 {
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g dist_event`ii' = date - event_day_Trump_`ii'
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}
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replace TRUMP_0 = 0
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forval ii = 1/9 {
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replace TRUMP_0 = 1 if dist_event`ii' == 0
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}
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replace TRUMP_POST_1_30 = 0
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forval ii = 1(1)9{
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forval ee = 1/9 {
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replace TRUMP_POST_1_30 = 1 if (dist_event`ee' >=1 & dist_event`ee'<=30 & dist_event`ee'!=.)
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}
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}
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replace TRUMP_POST_M30 = 0
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forval ii = 1(1)9{
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forval ee = 1/9 {
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replace TRUMP_POST_M30 = 1 if (dist_event`ee' >=31 & dist_event`ee'!=.)
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}
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}
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replace TRUMP_PRE_M30 = 0
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forval ii = 1(1)9{
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forval ee = 1/9 {
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replace TRUMP_PRE_M30 = 1 if (dist_event`ee' <=-31 & dist_event`ee'!=.)
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}
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}
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replace nonblack=Fatal-Black
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replace ihsblack=100*log(Black+(Black^2+1)^0.5)
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replace ihsfatal=100*log(Fatal+(Fatal^2+1)^0.5)
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replace ihsfatalviolation=100*log(FatalViolation+(FatalViolation^2+1)^0.5)
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replace ihsfataldrug=100*log(FatalDrug+(FatalDrug^2+1)^0.5)
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replace ihsnonblack=100*log(nonblack+(nonblack^2+1)^0.5)
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replace ihswhite=100*log(White+(White^2+1)^0.5)
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replace ihsmexican=100*log(Mexican+(Mexican^2+1)^0.5)
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replace ihshispani=100*log(Hispanic+(Hispanic^2+1)^0.5)
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replace ihsBlackViolation=100*log(BlackViolation+(BlackViolation^2+1)^0.5)
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replace ihsBlackDrug=100*log(BlackDrug+(BlackDrug^2+1)^0.5)
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foreach x in Violation Drug incidents HispanicViolation HispanicDrug MexicanViolation MexicanDrug{
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replace ihs`x'=100*log(`x'+(`x'^2+1)^0.5)
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}
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reghdfe ihsinc 1.TRUMP_0 1.TRUMP_POST_1_30 1.TRUMP_PRE_M30 1.TRUMP_POST_M30, a(i.county_fips i.date) cluster(county_fips date)
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outreg2 using "Results/TableA8.txt", replace keep(1.TRUMP_POST_1_30) dec(3) nocons
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foreach y in ihsfatal ihsfatalviolation ihsblack ihsnonblack ihswhite ihshispani ihsmexican {
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reghdfe `y' 1.TRUMP_0 1.TRUMP_POST_1_30 1.TRUMP_PRE_M30 1.TRUMP_POST_M30 ihsincidents, a(i.county_fips i.date) cluster(county_fips date)
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outreg2 using "Results/TableA8.txt", append keep(1.TRUMP_POST_1_30) dec(3) nocons
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}
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summ ihsinc ihsfatal ihsfatalviolation ihsblack ihsnonblack ihswhite ihshispani ihsmexican |
