File size: 2,951 Bytes
4328c38 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 |
**********************************************************************
*** TABLE A8
*** Driver Behavior: Rectangular Panel
**********************************************************************
use "Data\fars_data.dta", clear
egen county_id=group(county_fips)
drop if county_id==.
drop if date==.
xtset county_id date
tsfill, full
sort county_id date
bysort county_id: egen county_fips2 = mean(county_fips)
replace county_fips = county_fips2
drop county_fips2
foreach var of varlist incidents Fatal Violation Drug FatalViolation FatalDrug Black Mexican MexicanViolation MexicanDrug Asian BlackViolation BlackDrug Hispanic HispanicViolation HispanicDrug White {
replace `var' = 0 if `var'==.
}
sort county_fips date
forval ii=1/9 {
by county_fips: egen event_day_Trump2_`ii' = mean(event_day_Trump_`ii')
replace event_day_Trump_`ii' = event_day_Trump2_`ii'
}
forval ii = 1/9 {
g dist_event`ii' = date - event_day_Trump_`ii'
}
replace TRUMP_0 = 0
forval ii = 1/9 {
replace TRUMP_0 = 1 if dist_event`ii' == 0
}
replace TRUMP_POST_1_30 = 0
forval ii = 1(1)9{
forval ee = 1/9 {
replace TRUMP_POST_1_30 = 1 if (dist_event`ee' >=1 & dist_event`ee'<=30 & dist_event`ee'!=.)
}
}
replace TRUMP_POST_M30 = 0
forval ii = 1(1)9{
forval ee = 1/9 {
replace TRUMP_POST_M30 = 1 if (dist_event`ee' >=31 & dist_event`ee'!=.)
}
}
replace TRUMP_PRE_M30 = 0
forval ii = 1(1)9{
forval ee = 1/9 {
replace TRUMP_PRE_M30 = 1 if (dist_event`ee' <=-31 & dist_event`ee'!=.)
}
}
replace nonblack=Fatal-Black
replace ihsblack=100*log(Black+(Black^2+1)^0.5)
replace ihsfatal=100*log(Fatal+(Fatal^2+1)^0.5)
replace ihsfatalviolation=100*log(FatalViolation+(FatalViolation^2+1)^0.5)
replace ihsfataldrug=100*log(FatalDrug+(FatalDrug^2+1)^0.5)
replace ihsnonblack=100*log(nonblack+(nonblack^2+1)^0.5)
replace ihswhite=100*log(White+(White^2+1)^0.5)
replace ihsmexican=100*log(Mexican+(Mexican^2+1)^0.5)
replace ihshispani=100*log(Hispanic+(Hispanic^2+1)^0.5)
replace ihsBlackViolation=100*log(BlackViolation+(BlackViolation^2+1)^0.5)
replace ihsBlackDrug=100*log(BlackDrug+(BlackDrug^2+1)^0.5)
foreach x in Violation Drug incidents HispanicViolation HispanicDrug MexicanViolation MexicanDrug{
replace ihs`x'=100*log(`x'+(`x'^2+1)^0.5)
}
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)
outreg2 using "Results/TableA8.txt", replace keep(1.TRUMP_POST_1_30) dec(3) nocons
foreach y in ihsfatal ihsfatalviolation ihsblack ihsnonblack ihswhite ihshispani ihsmexican {
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)
outreg2 using "Results/TableA8.txt", append keep(1.TRUMP_POST_1_30) dec(3) nocons
}
summ ihsinc ihsfatal ihsfatalviolation ihsblack ihsnonblack ihswhite ihshispani ihsmexican |