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use "Data\stoplevel_data.dta", clear
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g n_stops = 1
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replace black = black/100
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collapse (sum) n_stops black (first) dist_event* racial_resent_a racial_resent_b alt_cottonsui ihsbl_lynch ihsbl_exec any_slaves_1860, by(county_fips day_id)
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g black_ps = 100*black / n_stops
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summ racial_resent_a [aweight=n_stops]
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g racial_resent_asd = ( racial_resent_a - r(mean))/r(sd)
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summ racial_resent_b [aweight=n_stops]
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g racial_resent_bsd = ( racial_resent_b - r(mean))/r(sd)
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summ alt_cottonsui [aweight=n_stops]
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g alt_cottonsuisd = ( alt_cottonsui - r(mean))/r(sd)
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su ihsbl_lynch [aweight=n_stops]
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g ihsbl_lynchsd = ( ihsbl_lynch - r(mean))/r(sd)
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su ihsbl_exec [aweight=n_stops]
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g ihsbl_execsd = ( ihsbl_exec - r(mean))/r(sd)
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local start = -105
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local end = 105
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local bin_l = 15
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local var_het = "racial_resent_a"
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g 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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g INT_TRUMP_0 = TRUMP_0 * `var_het'
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forval ii = 1(`bin_l')`end'{
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local jj = `ii' + `bin_l' - 1
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g TRUMP_POST_`ii'_`jj' = 0
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forval ee = 1/9 {
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replace TRUMP_POST_`ii'_`jj' = 1 if (dist_event`ee' >= `ii' & dist_event`ee'<=`jj' & dist_event`ee'!=.)
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}
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g INT_TRUMP_POST_`ii'_`jj' = TRUMP_POST_`ii'_`jj' * `var_het'
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}
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g TRUMP_POST_M`end' = 0
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forval ii = 1/9 {
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replace TRUMP_POST_M`end' = 1 if (dist_event`ii' > `end' & dist_event`ii'!=.)
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}
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forval ii = `start'(`bin_l')0 {
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if `ii' < -`bin_l' {
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local jj = abs(`ii')
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local zz = `jj' - `bin_l' + 1
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g TRUMP_PRE_`jj'_`zz' = 0
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forval ee = 1/9 {
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replace TRUMP_PRE_`jj'_`zz' = 1 if (dist_event`ee' <= -`zz' & dist_event`ee'>=-`jj' & dist_event`ee'!=.)
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}
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g INT_TRUMP_PRE_`jj'_`zz' = TRUMP_PRE_`jj'_`zz' * `var_het'
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}
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}
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local jj = abs(`start')
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g TRUMP_PRE_M`jj' = 0
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forval ii = 1/9 {
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replace TRUMP_PRE_M`jj' = 1 if (dist_event`ii' < `start' & dist_event`ii'!=.)
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}
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g TRUMP_POST_M15 = 0
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forval ii = 1/9 {
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replace TRUMP_POST_M15 = 1 if (dist_event`ii' >15 & dist_event`ii'!=.)
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}
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g TRUMP_PRE_M15 = 0
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forval ii = 1/9 {
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replace TRUMP_PRE_M15 = 1 if (dist_event`ii' <-15 & dist_event`ii'!=.)
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}
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g TRUMP_POST_1_30 = 0
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forval ii = 1/9 {
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replace TRUMP_POST_1_30 = 1 if (dist_event`ii' > 0 & dist_event`ii'<=30 & dist_event`ii'!=.)
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}
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reghdfe black_ps 1.TRUMP_PRE_M15 1.TRUMP_0 1.TRUMP_POST_1_30 TRUMP_POST_M15 INT_* c.day_id#c.`var_het' [w=n_stops], a(i.county_fips i.day_id) cluster(county_fips day_id)
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local temp = 1/`bin_l'
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local bin_neg = abs(`start' * `temp')
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local bin_pos = `end' * `temp'
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local range = round(`bin_neg' + `bin_pos' + 3)
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mat treat = J(`range',4,1)
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local Nrange = `range' - 2
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forval pos = 1/`Nrange' {
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|
local lag = `start' + `bin_l'*`pos' - `bin_l'
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|
if `lag' > 0 {
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|
|
local lag = `start' + `bin_l'*`pos' - `bin_l' - `bin_l' + 1
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|
|
}
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|
|
local num = abs(`lag')
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|
if `lag' == 0 {
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|
|
mat treat[`pos',1] = 0
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|
mat treat[`pos',2] = _b[INT_TRUMP_0]
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|
mat treat[`pos',3] = _b[INT_TRUMP_0] + _se[INT_TRUMP_0]*invttail(e(N),0.05)
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|
mat treat[`pos',4] = _b[INT_TRUMP_0] - _se[INT_TRUMP_0]*invttail(e(N),0.05)
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}
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|
else if `lag' < -`bin_l' {
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|
local num2 = `num' - `bin_l' + 1
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|
local num1 = - `num'
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|
mat treat[`pos',1] = `num1'
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|
mat treat[`pos',2] = _b[INT_TRUMP_PRE_`num'_`num2']
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mat treat[`pos',3] = _b[INT_TRUMP_PRE_`num'_`num2'] + _se[INT_TRUMP_PRE_`num'_`num2']*invttail(e(N),0.05)
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mat treat[`pos',4] = _b[INT_TRUMP_PRE_`num'_`num2'] - _se[INT_TRUMP_PRE_`num'_`num2']*invttail(e(N),0.05)
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}
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else if `lag' == -`bin_l' {
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|
|
mat treat[`pos',1] = -`bin_l'
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|
|
mat treat[`pos',2] = 0
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|
mat treat[`pos',3] = 0
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|
|
mat treat[`pos',4] = 0
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|
|
}
|
|
|
else {
|
|
|
di "**"
|
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|
di `lag'
|
|
|
di `pos'
|
|
|
local num2 = `num' + `bin_l' - 1
|
|
|
mat treat[`pos',1] = `num2'
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_POST_`num'_`num2']
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|
|
mat treat[`pos',3] = _b[INT_TRUMP_POST_`num'_`num2'] + _se[INT_TRUMP_POST_`num'_`num2']*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_POST_`num'_`num2'] - _se[INT_TRUMP_POST_`num'_`num2']*invttail(e(N),0.05)
|
|
|
}
|
|
|
}
|
|
|
local jj = abs(`start')
|
|
|
mat treat[`range'-1,1] = `start' - `bin_l' - 1
|
|
|
mat treat[`range'-1,2] = 0
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|
|
mat treat[`range'-1,3] = 0
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|
mat treat[`range'-1,4] = 0
|
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|
|
|
|
mat treat[`range',1] = `end' + `bin_l' + 1
|
|
|
mat treat[`range',2] = 0
|
|
|
mat treat[`range',3] = 0
|
|
|
mat treat[`range',4] = 0
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|
|
|
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|
|
g yy = treat[_n,1] in 1/`range'
|
|
|
g eff = treat[_n,2] in 1/`range'
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|
|
g eff_10 = treat[_n,3] in 1/`range'
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|
|
g eff_90 = treat[_n,4] in 1/`range'
|
|
|
sort yy
|
|
|
|
|
|
twoway (rcap eff_10 eff_90 yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1) (scatter eff yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1)(line eff yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1, xline(0,lp(-)) yline(0,lp(-))) , xlabel(-105(15)105) graphregion(fcolor(white)) title("Racial Resentment A") xtitle("Days From Trump") ytitle("Differential Trump Effect on Black Stops by") legend(order(1 "90% CI" 2 "Effect"))
|
|
|
graph export "Results\FigureA13A.pdf", as(pdf) name("Graph") replace
|
|
|
|
|
|
|
|
|
|
|
|
use "Data\stoplevel_data.dta", clear
|
|
|
|
|
|
g n_stops = 1
|
|
|
replace black = black/100
|
|
|
|
|
|
collapse (sum) n_stops black (first) dist_event* racial_resent_a racial_resent_b alt_cottonsui ihsbl_lynch ihsbl_exec, by(county_fips day_id)
|
|
|
|
|
|
g black_ps = 100*black / n_stops
|
|
|
|
|
|
summ racial_resent_a [aweight=n_stops]
|
|
|
g racial_resent_asd = ( racial_resent_a - r(mean))/r(sd)
|
|
|
|
|
|
summ racial_resent_b [aweight=n_stops]
|
|
|
g racial_resent_bsd = ( racial_resent_b - r(mean))/r(sd)
|
|
|
|
|
|
summ alt_cottonsui [aweight=n_stops]
|
|
|
g alt_cottonsuisd = ( alt_cottonsui - r(mean))/r(sd)
|
|
|
|
|
|
su ihsbl_lynch [aweight=n_stops]
|
|
|
g ihsbl_lynchsd = ( ihsbl_lynch - r(mean))/r(sd)
|
|
|
|
|
|
su ihsbl_exec [aweight=n_stops]
|
|
|
g ihsbl_execsd = ( ihsbl_exec - r(mean))/r(sd)
|
|
|
|
|
|
local start = -105
|
|
|
local end = 105
|
|
|
local bin_l = 15
|
|
|
local var_het = "racial_resent_b"
|
|
|
|
|
|
g TRUMP_0 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_0 = 1 if dist_event`ii' == 0
|
|
|
}
|
|
|
g INT_TRUMP_0 = TRUMP_0 * `var_het'
|
|
|
|
|
|
|
|
|
forval ii = 1(`bin_l')`end'{
|
|
|
local jj = `ii' + `bin_l' - 1
|
|
|
g TRUMP_POST_`ii'_`jj' = 0
|
|
|
forval ee = 1/9 {
|
|
|
replace TRUMP_POST_`ii'_`jj' = 1 if (dist_event`ee' >= `ii' & dist_event`ee'<=`jj' & dist_event`ee'!=.)
|
|
|
}
|
|
|
g INT_TRUMP_POST_`ii'_`jj' = TRUMP_POST_`ii'_`jj' * `var_het'
|
|
|
}
|
|
|
g TRUMP_POST_M`end' = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_M`end' = 1 if (dist_event`ii' > `end' & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
|
|
|
forval ii = `start'(`bin_l')0 {
|
|
|
if `ii' < -`bin_l' {
|
|
|
local jj = abs(`ii')
|
|
|
local zz = `jj' - `bin_l' + 1
|
|
|
g TRUMP_PRE_`jj'_`zz' = 0
|
|
|
forval ee = 1/9 {
|
|
|
replace TRUMP_PRE_`jj'_`zz' = 1 if (dist_event`ee' <= -`zz' & dist_event`ee'>=-`jj' & dist_event`ee'!=.)
|
|
|
}
|
|
|
g INT_TRUMP_PRE_`jj'_`zz' = TRUMP_PRE_`jj'_`zz' * `var_het'
|
|
|
}
|
|
|
}
|
|
|
|
|
|
|
|
|
local jj = abs(`start')
|
|
|
g TRUMP_PRE_M`jj' = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_PRE_M`jj' = 1 if (dist_event`ii' < `start' & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
g TRUMP_POST_M15 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_M15 = 1 if (dist_event`ii' >15 & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
g TRUMP_PRE_M15 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_PRE_M15 = 1 if (dist_event`ii' <-15 & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
g TRUMP_POST_1_30 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_1_30 = 1 if (dist_event`ii' > 0 & dist_event`ii'<=30 & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
reghdfe black_ps 1.TRUMP_PRE_M15 1.TRUMP_0 1.TRUMP_POST_1_30 TRUMP_POST_M15 INT_* c.day_id#c.`var_het' [w=n_stops], a(i.county_fips i.day_id) cluster(county_fips day_id)
|
|
|
|
|
|
local temp = 1/`bin_l'
|
|
|
local bin_neg = abs(`start' * `temp')
|
|
|
local bin_pos = `end' * `temp'
|
|
|
local range = round(`bin_neg' + `bin_pos' + 3)
|
|
|
|
|
|
mat treat = J(`range',4,1)
|
|
|
|
|
|
local Nrange = `range' - 2
|
|
|
|
|
|
forval pos = 1/`Nrange' {
|
|
|
local lag = `start' + `bin_l'*`pos' - `bin_l'
|
|
|
if `lag' > 0 {
|
|
|
local lag = `start' + `bin_l'*`pos' - `bin_l' - `bin_l' + 1
|
|
|
}
|
|
|
|
|
|
local num = abs(`lag')
|
|
|
|
|
|
if `lag' == 0 {
|
|
|
mat treat[`pos',1] = 0
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_0]
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_0] + _se[INT_TRUMP_0]*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_0] - _se[INT_TRUMP_0]*invttail(e(N),0.05)
|
|
|
}
|
|
|
else if `lag' < -`bin_l' {
|
|
|
local num2 = `num' - `bin_l' + 1
|
|
|
local num1 = - `num'
|
|
|
mat treat[`pos',1] = `num1'
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_PRE_`num'_`num2']
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_PRE_`num'_`num2'] + _se[INT_TRUMP_PRE_`num'_`num2']*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_PRE_`num'_`num2'] - _se[INT_TRUMP_PRE_`num'_`num2']*invttail(e(N),0.05)
|
|
|
}
|
|
|
else if `lag' == -`bin_l' {
|
|
|
mat treat[`pos',1] = -`bin_l'
|
|
|
mat treat[`pos',2] = 0
|
|
|
mat treat[`pos',3] = 0
|
|
|
mat treat[`pos',4] = 0
|
|
|
}
|
|
|
else {
|
|
|
di "**"
|
|
|
di `lag'
|
|
|
di `pos'
|
|
|
local num2 = `num' + `bin_l' - 1
|
|
|
mat treat[`pos',1] = `num2'
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_POST_`num'_`num2']
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_POST_`num'_`num2'] + _se[INT_TRUMP_POST_`num'_`num2']*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_POST_`num'_`num2'] - _se[INT_TRUMP_POST_`num'_`num2']*invttail(e(N),0.05)
|
|
|
}
|
|
|
}
|
|
|
local jj = abs(`start')
|
|
|
mat treat[`range'-1,1] = `start' - `bin_l' - 1
|
|
|
mat treat[`range'-1,2] = 0
|
|
|
mat treat[`range'-1,3] = 0
|
|
|
mat treat[`range'-1,4] = 0
|
|
|
|
|
|
mat treat[`range',1] = `end' + `bin_l' + 1
|
|
|
mat treat[`range',2] = 0
|
|
|
mat treat[`range',3] = 0
|
|
|
mat treat[`range',4] = 0
|
|
|
|
|
|
g yy = treat[_n,1] in 1/`range'
|
|
|
g eff = treat[_n,2] in 1/`range'
|
|
|
g eff_10 = treat[_n,3] in 1/`range'
|
|
|
g eff_90 = treat[_n,4] in 1/`range'
|
|
|
sort yy
|
|
|
|
|
|
twoway (rcap eff_10 eff_90 yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1) (scatter eff yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1)(line eff yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1, xline(0,lp(-)) yline(0,lp(-))) , xlabel(-105(15)105) graphregion(fcolor(white)) title("Racial Resentment B") xtitle("Days From Trump") ytitle("Differential Trump Effect on Black Stops by") legend(order(1 "90% CI" 2 "Effect"))
|
|
|
graph export "Results\FigureA13B.pdf", as(pdf) name("Graph") replace
|
|
|
|
|
|
|
|
|
|
|
|
use "Data\stoplevel_data.dta", clear
|
|
|
|
|
|
g n_stops = 1
|
|
|
replace black = black/100
|
|
|
|
|
|
collapse (sum) n_stops black (first) dist_event* racial_resent_a racial_resent_b alt_cottonsui ihsbl_lynch ihsbl_exec any_slaves_1860, by(county_fips day_id)
|
|
|
|
|
|
g black_ps = 100*black / n_stops
|
|
|
|
|
|
summ racial_resent_a [aweight=n_stops]
|
|
|
g racial_resent_asd = ( racial_resent_a - r(mean))/r(sd)
|
|
|
|
|
|
summ racial_resent_b [aweight=n_stops]
|
|
|
g racial_resent_bsd = ( racial_resent_b - r(mean))/r(sd)
|
|
|
|
|
|
summ alt_cottonsui [aweight=n_stops]
|
|
|
g alt_cottonsuisd = ( alt_cottonsui - r(mean))/r(sd)
|
|
|
|
|
|
su ihsbl_lynch [aweight=n_stops]
|
|
|
g ihsbl_lynchsd = ( ihsbl_lynch - r(mean))/r(sd)
|
|
|
|
|
|
su ihsbl_exec [aweight=n_stops]
|
|
|
g ihsbl_execsd = ( ihsbl_exec - r(mean))/r(sd)
|
|
|
|
|
|
local start = -105
|
|
|
local end = 105
|
|
|
local bin_l = 15
|
|
|
local var_het = "any_slaves_1860"
|
|
|
|
|
|
g TRUMP_0 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_0 = 1 if dist_event`ii' == 0
|
|
|
}
|
|
|
g INT_TRUMP_0 = TRUMP_0 * `var_het'
|
|
|
|
|
|
|
|
|
forval ii = 1(`bin_l')`end'{
|
|
|
local jj = `ii' + `bin_l' - 1
|
|
|
g TRUMP_POST_`ii'_`jj' = 0
|
|
|
forval ee = 1/9 {
|
|
|
replace TRUMP_POST_`ii'_`jj' = 1 if (dist_event`ee' >= `ii' & dist_event`ee'<=`jj' & dist_event`ee'!=.)
|
|
|
}
|
|
|
g INT_TRUMP_POST_`ii'_`jj' = TRUMP_POST_`ii'_`jj' * `var_het'
|
|
|
}
|
|
|
g TRUMP_POST_M`end' = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_M`end' = 1 if (dist_event`ii' > `end' & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
|
|
|
forval ii = `start'(`bin_l')0 {
|
|
|
if `ii' < -`bin_l' {
|
|
|
local jj = abs(`ii')
|
|
|
local zz = `jj' - `bin_l' + 1
|
|
|
g TRUMP_PRE_`jj'_`zz' = 0
|
|
|
forval ee = 1/9 {
|
|
|
replace TRUMP_PRE_`jj'_`zz' = 1 if (dist_event`ee' <= -`zz' & dist_event`ee'>=-`jj' & dist_event`ee'!=.)
|
|
|
}
|
|
|
g INT_TRUMP_PRE_`jj'_`zz' = TRUMP_PRE_`jj'_`zz' * `var_het'
|
|
|
}
|
|
|
}
|
|
|
|
|
|
|
|
|
local jj = abs(`start')
|
|
|
g TRUMP_PRE_M`jj' = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_PRE_M`jj' = 1 if (dist_event`ii' < `start' & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
g TRUMP_POST_M15 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_M15 = 1 if (dist_event`ii' >15 & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
g TRUMP_PRE_M15 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_PRE_M15 = 1 if (dist_event`ii' <-15 & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
g TRUMP_POST_1_30 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_1_30 = 1 if (dist_event`ii' > 0 & dist_event`ii'<=30 & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
reghdfe black_ps 1.TRUMP_PRE_M15 1.TRUMP_0 1.TRUMP_POST_1_30 TRUMP_POST_M15 INT_* c.day_id#c.`var_het' [w=n_stops], a(i.county_fips i.day_id) cluster(county_fips day_id)
|
|
|
|
|
|
local temp = 1/`bin_l'
|
|
|
local bin_neg = abs(`start' * `temp')
|
|
|
local bin_pos = `end' * `temp'
|
|
|
local range = round(`bin_neg' + `bin_pos' + 3)
|
|
|
|
|
|
mat treat = J(`range',4,1)
|
|
|
|
|
|
|
|
|
local Nrange = `range' - 2
|
|
|
|
|
|
forval pos = 1/`Nrange' {
|
|
|
local lag = `start' + `bin_l'*`pos' - `bin_l'
|
|
|
if `lag' > 0 {
|
|
|
local lag = `start' + `bin_l'*`pos' - `bin_l' - `bin_l' + 1
|
|
|
}
|
|
|
|
|
|
local num = abs(`lag')
|
|
|
|
|
|
if `lag' == 0 {
|
|
|
mat treat[`pos',1] = 0
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_0]
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_0] + _se[INT_TRUMP_0]*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_0] - _se[INT_TRUMP_0]*invttail(e(N),0.05)
|
|
|
}
|
|
|
else if `lag' < -`bin_l' {
|
|
|
local num2 = `num' - `bin_l' + 1
|
|
|
local num1 = - `num'
|
|
|
mat treat[`pos',1] = `num1'
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_PRE_`num'_`num2']
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_PRE_`num'_`num2'] + _se[INT_TRUMP_PRE_`num'_`num2']*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_PRE_`num'_`num2'] - _se[INT_TRUMP_PRE_`num'_`num2']*invttail(e(N),0.05)
|
|
|
}
|
|
|
else if `lag' == -`bin_l' {
|
|
|
mat treat[`pos',1] = -`bin_l'
|
|
|
mat treat[`pos',2] = 0
|
|
|
mat treat[`pos',3] = 0
|
|
|
mat treat[`pos',4] = 0
|
|
|
}
|
|
|
else {
|
|
|
di "**"
|
|
|
di `lag'
|
|
|
di `pos'
|
|
|
local num2 = `num' + `bin_l' - 1
|
|
|
mat treat[`pos',1] = `num2'
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_POST_`num'_`num2']
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_POST_`num'_`num2'] + _se[INT_TRUMP_POST_`num'_`num2']*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_POST_`num'_`num2'] - _se[INT_TRUMP_POST_`num'_`num2']*invttail(e(N),0.05)
|
|
|
}
|
|
|
}
|
|
|
local jj = abs(`start')
|
|
|
mat treat[`range'-1,1] = `start' - `bin_l' - 1
|
|
|
mat treat[`range'-1,2] = 0
|
|
|
mat treat[`range'-1,3] = 0
|
|
|
mat treat[`range'-1,4] = 0
|
|
|
|
|
|
mat treat[`range',1] = `end' + `bin_l' + 1
|
|
|
mat treat[`range',2] = 0
|
|
|
mat treat[`range',3] = 0
|
|
|
mat treat[`range',4] = 0
|
|
|
|
|
|
|
|
|
g yy = treat[_n,1] in 1/`range'
|
|
|
g eff = treat[_n,2] in 1/`range'
|
|
|
g eff_10 = treat[_n,3] in 1/`range'
|
|
|
g eff_90 = treat[_n,4] in 1/`range'
|
|
|
sort yy
|
|
|
|
|
|
twoway (rcap eff_10 eff_90 yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1) (scatter eff yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1)(line eff yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1, xline(0,lp(-)) yline(0,lp(-))) , xlabel(-105(15)105) graphregion(fcolor(white)) title("Presence of Slaves") xtitle("Days From Trump") ytitle("Differential Trump Effect on Black Stops by") legend(order(1 "90% CI" 2 "Effect"))
|
|
|
graph export "Results\FigureA13C.pdf", as(pdf) name("Graph") replace
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
use "Data\stoplevel_data.dta", clear
|
|
|
|
|
|
g n_stops = 1
|
|
|
replace black = black/100
|
|
|
|
|
|
collapse (sum) n_stops black (first) dist_event* racial_resent_a racial_resent_b alt_cottonsui ihsbl_lynch ihsbl_exec, by(county_fips day_id)
|
|
|
|
|
|
g black_ps = 100*black / n_stops
|
|
|
|
|
|
summ racial_resent_a [aweight=n_stops]
|
|
|
g racial_resent_asd = ( racial_resent_a - r(mean))/r(sd)
|
|
|
|
|
|
summ racial_resent_b [aweight=n_stops]
|
|
|
g racial_resent_bsd = ( racial_resent_b - r(mean))/r(sd)
|
|
|
|
|
|
summ alt_cottonsui [aweight=n_stops]
|
|
|
g alt_cottonsuisd = ( alt_cottonsui - r(mean))/r(sd)
|
|
|
|
|
|
su ihsbl_lynch [aweight=n_stops]
|
|
|
g ihsbl_lynchsd = ( ihsbl_lynch - r(mean))/r(sd)
|
|
|
|
|
|
su ihsbl_exec [aweight=n_stops]
|
|
|
g ihsbl_execsd = ( ihsbl_exec - r(mean))/r(sd)
|
|
|
|
|
|
local start = -105
|
|
|
local end = 105
|
|
|
local bin_l = 15
|
|
|
local var_het = "alt_cottonsui"
|
|
|
|
|
|
g TRUMP_0 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_0 = 1 if dist_event`ii' == 0
|
|
|
}
|
|
|
g INT_TRUMP_0 = TRUMP_0 * `var_het'
|
|
|
|
|
|
|
|
|
forval ii = 1(`bin_l')`end'{
|
|
|
local jj = `ii' + `bin_l' - 1
|
|
|
g TRUMP_POST_`ii'_`jj' = 0
|
|
|
forval ee = 1/9 {
|
|
|
replace TRUMP_POST_`ii'_`jj' = 1 if (dist_event`ee' >= `ii' & dist_event`ee'<=`jj' & dist_event`ee'!=.)
|
|
|
}
|
|
|
g INT_TRUMP_POST_`ii'_`jj' = TRUMP_POST_`ii'_`jj' * `var_het'
|
|
|
}
|
|
|
g TRUMP_POST_M`end' = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_M`end' = 1 if (dist_event`ii' > `end' & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
|
|
|
forval ii = `start'(`bin_l')0 {
|
|
|
if `ii' < -`bin_l' {
|
|
|
local jj = abs(`ii')
|
|
|
local zz = `jj' - `bin_l' + 1
|
|
|
g TRUMP_PRE_`jj'_`zz' = 0
|
|
|
forval ee = 1/9 {
|
|
|
replace TRUMP_PRE_`jj'_`zz' = 1 if (dist_event`ee' <= -`zz' & dist_event`ee'>=-`jj' & dist_event`ee'!=.)
|
|
|
}
|
|
|
g INT_TRUMP_PRE_`jj'_`zz' = TRUMP_PRE_`jj'_`zz' * `var_het'
|
|
|
}
|
|
|
}
|
|
|
|
|
|
|
|
|
local jj = abs(`start')
|
|
|
g TRUMP_PRE_M`jj' = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_PRE_M`jj' = 1 if (dist_event`ii' < `start' & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
g TRUMP_POST_M15 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_M15 = 1 if (dist_event`ii' >15 & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
g TRUMP_PRE_M15 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_PRE_M15 = 1 if (dist_event`ii' <-15 & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
g TRUMP_POST_1_30 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_1_30 = 1 if (dist_event`ii' > 0 & dist_event`ii'<=30 & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
reghdfe black_ps 1.TRUMP_PRE_M15 1.TRUMP_0 1.TRUMP_POST_1_30 TRUMP_POST_M15 INT_* c.day_id#c.`var_het' [w=n_stops], a(i.county_fips i.day_id) cluster(county_fips day_id)
|
|
|
|
|
|
local temp = 1/`bin_l'
|
|
|
local bin_neg = abs(`start' * `temp')
|
|
|
local bin_pos = `end' * `temp'
|
|
|
local range = round(`bin_neg' + `bin_pos' + 3)
|
|
|
|
|
|
mat treat = J(`range',4,1)
|
|
|
|
|
|
local Nrange = `range' - 2
|
|
|
|
|
|
forval pos = 1/`Nrange' {
|
|
|
local lag = `start' + `bin_l'*`pos' - `bin_l'
|
|
|
if `lag' > 0 {
|
|
|
local lag = `start' + `bin_l'*`pos' - `bin_l' - `bin_l' + 1
|
|
|
}
|
|
|
|
|
|
local num = abs(`lag')
|
|
|
|
|
|
if `lag' == 0 {
|
|
|
mat treat[`pos',1] = 0
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_0]
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_0] + _se[INT_TRUMP_0]*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_0] - _se[INT_TRUMP_0]*invttail(e(N),0.05)
|
|
|
}
|
|
|
else if `lag' < -`bin_l' {
|
|
|
local num2 = `num' - `bin_l' + 1
|
|
|
local num1 = - `num'
|
|
|
mat treat[`pos',1] = `num1'
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_PRE_`num'_`num2']
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_PRE_`num'_`num2'] + _se[INT_TRUMP_PRE_`num'_`num2']*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_PRE_`num'_`num2'] - _se[INT_TRUMP_PRE_`num'_`num2']*invttail(e(N),0.05)
|
|
|
}
|
|
|
else if `lag' == -`bin_l' {
|
|
|
mat treat[`pos',1] = -`bin_l'
|
|
|
mat treat[`pos',2] = 0
|
|
|
mat treat[`pos',3] = 0
|
|
|
mat treat[`pos',4] = 0
|
|
|
}
|
|
|
else {
|
|
|
di "**"
|
|
|
di `lag'
|
|
|
di `pos'
|
|
|
local num2 = `num' + `bin_l' - 1
|
|
|
mat treat[`pos',1] = `num2'
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_POST_`num'_`num2']
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_POST_`num'_`num2'] + _se[INT_TRUMP_POST_`num'_`num2']*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_POST_`num'_`num2'] - _se[INT_TRUMP_POST_`num'_`num2']*invttail(e(N),0.05)
|
|
|
}
|
|
|
}
|
|
|
local jj = abs(`start')
|
|
|
mat treat[`range'-1,1] = `start' - `bin_l' - 1
|
|
|
mat treat[`range'-1,2] = 0
|
|
|
mat treat[`range'-1,3] = 0
|
|
|
mat treat[`range'-1,4] = 0
|
|
|
|
|
|
mat treat[`range',1] = `end' + `bin_l' + 1
|
|
|
mat treat[`range',2] = 0
|
|
|
mat treat[`range',3] = 0
|
|
|
mat treat[`range',4] = 0
|
|
|
|
|
|
|
|
|
g yy = treat[_n,1] in 1/`range'
|
|
|
g eff = treat[_n,2] in 1/`range'
|
|
|
g eff_10 = treat[_n,3] in 1/`range'
|
|
|
g eff_90 = treat[_n,4] in 1/`range'
|
|
|
sort yy
|
|
|
|
|
|
twoway (rcap eff_10 eff_90 yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1) (scatter eff yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1)(line eff yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1, xline(0,lp(-)) yline(0,lp(-))) , xlabel(-105(15)105) graphregion(fcolor(white)) title("Cotton Suitability") xtitle("Days From Trump") ytitle("Differential Trump Effect on Black Stops by") legend(order(1 "90% CI" 2 "Effect"))
|
|
|
graph export "Results\FigureA13D.pdf", as(pdf) name("Graph") replace
|
|
|
|
|
|
|
|
|
|
|
|
use "Data\stoplevel_data.dta", clear
|
|
|
|
|
|
g n_stops = 1
|
|
|
replace black = black/100
|
|
|
|
|
|
collapse (sum) n_stops black (first) dist_event* racial_resent_a racial_resent_b alt_cottonsui ihsbl_lynch ihsbl_exec, by(county_fips day_id)
|
|
|
|
|
|
g black_ps = 100*black / n_stops
|
|
|
|
|
|
summ racial_resent_a [aweight=n_stops]
|
|
|
g racial_resent_asd = ( racial_resent_a - r(mean))/r(sd)
|
|
|
|
|
|
summ racial_resent_b [aweight=n_stops]
|
|
|
g racial_resent_bsd = ( racial_resent_b - r(mean))/r(sd)
|
|
|
|
|
|
summ alt_cottonsui [aweight=n_stops]
|
|
|
g alt_cottonsuisd = ( alt_cottonsui - r(mean))/r(sd)
|
|
|
|
|
|
su ihsbl_lynch [aweight=n_stops]
|
|
|
g ihsbl_lynchsd = ( ihsbl_lynch - r(mean))/r(sd)
|
|
|
|
|
|
su ihsbl_exec [aweight=n_stops]
|
|
|
g ihsbl_execsd = ( ihsbl_exec - r(mean))/r(sd)
|
|
|
|
|
|
local start = -105
|
|
|
local end = 105
|
|
|
local bin_l = 15
|
|
|
local var_het = "ihsbl_lynch"
|
|
|
|
|
|
g TRUMP_0 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_0 = 1 if dist_event`ii' == 0
|
|
|
}
|
|
|
g INT_TRUMP_0 = TRUMP_0 * `var_het'
|
|
|
|
|
|
|
|
|
forval ii = 1(`bin_l')`end'{
|
|
|
local jj = `ii' + `bin_l' - 1
|
|
|
g TRUMP_POST_`ii'_`jj' = 0
|
|
|
forval ee = 1/9 {
|
|
|
replace TRUMP_POST_`ii'_`jj' = 1 if (dist_event`ee' >= `ii' & dist_event`ee'<=`jj' & dist_event`ee'!=.)
|
|
|
}
|
|
|
g INT_TRUMP_POST_`ii'_`jj' = TRUMP_POST_`ii'_`jj' * `var_het'
|
|
|
}
|
|
|
g TRUMP_POST_M`end' = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_M`end' = 1 if (dist_event`ii' > `end' & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
|
|
|
forval ii = `start'(`bin_l')0 {
|
|
|
if `ii' < -`bin_l' {
|
|
|
local jj = abs(`ii')
|
|
|
local zz = `jj' - `bin_l' + 1
|
|
|
g TRUMP_PRE_`jj'_`zz' = 0
|
|
|
forval ee = 1/9 {
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|
replace TRUMP_PRE_`jj'_`zz' = 1 if (dist_event`ee' <= -`zz' & dist_event`ee'>=-`jj' & dist_event`ee'!=.)
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|
|
}
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|
g INT_TRUMP_PRE_`jj'_`zz' = TRUMP_PRE_`jj'_`zz' * `var_het'
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|
|
}
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|
|
}
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|
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|
local jj = abs(`start')
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|
g TRUMP_PRE_M`jj' = 0
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|
forval ii = 1/9 {
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|
replace TRUMP_PRE_M`jj' = 1 if (dist_event`ii' < `start' & dist_event`ii'!=.)
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|
}
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|
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|
g TRUMP_POST_M15 = 0
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|
forval ii = 1/9 {
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|
replace TRUMP_POST_M15 = 1 if (dist_event`ii' >15 & dist_event`ii'!=.)
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|
|
}
|
|
|
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|
g TRUMP_PRE_M15 = 0
|
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|
forval ii = 1/9 {
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|
replace TRUMP_PRE_M15 = 1 if (dist_event`ii' <-15 & dist_event`ii'!=.)
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|
}
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g TRUMP_POST_1_30 = 0
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|
forval ii = 1/9 {
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|
replace TRUMP_POST_1_30 = 1 if (dist_event`ii' > 0 & dist_event`ii'<=30 & dist_event`ii'!=.)
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|
}
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|
reghdfe black_ps 1.TRUMP_PRE_M15 1.TRUMP_0 1.TRUMP_POST_1_30 TRUMP_POST_M15 INT_* c.day_id#c.`var_het' [w=n_stops], a(i.county_fips i.day_id) cluster(county_fips day_id)
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|
local temp = 1/`bin_l'
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|
local bin_neg = abs(`start' * `temp')
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|
local bin_pos = `end' * `temp'
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|
local range = round(`bin_neg' + `bin_pos' + 3)
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|
mat treat = J(`range',4,1)
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|
local Nrange = `range' - 2
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|
forval pos = 1/`Nrange' {
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|
local lag = `start' + `bin_l'*`pos' - `bin_l'
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|
if `lag' > 0 {
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|
local lag = `start' + `bin_l'*`pos' - `bin_l' - `bin_l' + 1
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|
}
|
|
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|
|
local num = abs(`lag')
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|
if `lag' == 0 {
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|
mat treat[`pos',1] = 0
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|
mat treat[`pos',2] = _b[INT_TRUMP_0]
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|
mat treat[`pos',3] = _b[INT_TRUMP_0] + _se[INT_TRUMP_0]*invttail(e(N),0.05)
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|
|
mat treat[`pos',4] = _b[INT_TRUMP_0] - _se[INT_TRUMP_0]*invttail(e(N),0.05)
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|
|
}
|
|
|
else if `lag' < -`bin_l' {
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|
|
local num2 = `num' - `bin_l' + 1
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|
|
local num1 = - `num'
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|
|
mat treat[`pos',1] = `num1'
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|
|
mat treat[`pos',2] = _b[INT_TRUMP_PRE_`num'_`num2']
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_PRE_`num'_`num2'] + _se[INT_TRUMP_PRE_`num'_`num2']*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_PRE_`num'_`num2'] - _se[INT_TRUMP_PRE_`num'_`num2']*invttail(e(N),0.05)
|
|
|
}
|
|
|
else if `lag' == -`bin_l' {
|
|
|
mat treat[`pos',1] = -`bin_l'
|
|
|
mat treat[`pos',2] = 0
|
|
|
mat treat[`pos',3] = 0
|
|
|
mat treat[`pos',4] = 0
|
|
|
}
|
|
|
else {
|
|
|
di "**"
|
|
|
di `lag'
|
|
|
di `pos'
|
|
|
local num2 = `num' + `bin_l' - 1
|
|
|
mat treat[`pos',1] = `num2'
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_POST_`num'_`num2']
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_POST_`num'_`num2'] + _se[INT_TRUMP_POST_`num'_`num2']*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_POST_`num'_`num2'] - _se[INT_TRUMP_POST_`num'_`num2']*invttail(e(N),0.05)
|
|
|
}
|
|
|
}
|
|
|
local jj = abs(`start')
|
|
|
mat treat[`range'-1,1] = `start' - `bin_l' - 1
|
|
|
mat treat[`range'-1,2] = 0
|
|
|
mat treat[`range'-1,3] = 0
|
|
|
mat treat[`range'-1,4] = 0
|
|
|
|
|
|
mat treat[`range',1] = `end' + `bin_l' + 1
|
|
|
mat treat[`range',2] = 0
|
|
|
mat treat[`range',3] = 0
|
|
|
mat treat[`range',4] = 0
|
|
|
|
|
|
|
|
|
g yy = treat[_n,1] in 1/`range'
|
|
|
g eff = treat[_n,2] in 1/`range'
|
|
|
g eff_10 = treat[_n,3] in 1/`range'
|
|
|
g eff_90 = treat[_n,4] in 1/`range'
|
|
|
sort yy
|
|
|
|
|
|
twoway (rcap eff_10 eff_90 yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1) (scatter eff yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1)(line eff yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1, xline(0,lp(-)) yline(0,lp(-))) , xlabel(-105(15)105) graphregion(fcolor(white)) title("Lynchings") xtitle("Days From Trump") ytitle("Differential Trump Effect on Black Stops by") legend(order(1 "90% CI" 2 "Effect"))
|
|
|
graph export "Results\FigureA13E.pdf", as(pdf) name("Graph") replace
|
|
|
|
|
|
|
|
|
|
|
|
use "Data\stoplevel_data.dta", clear
|
|
|
|
|
|
g n_stops = 1
|
|
|
replace black = black/100
|
|
|
|
|
|
collapse (sum) n_stops black (first) dist_event* racial_resent_a racial_resent_b alt_cottonsui ihsbl_lynch ihsbl_exec, by(county_fips day_id)
|
|
|
|
|
|
g black_ps = 100*black / n_stops
|
|
|
|
|
|
summ racial_resent_a [aweight=n_stops]
|
|
|
g racial_resent_asd = ( racial_resent_a - r(mean))/r(sd)
|
|
|
|
|
|
summ racial_resent_b [aweight=n_stops]
|
|
|
g racial_resent_bsd = ( racial_resent_b - r(mean))/r(sd)
|
|
|
|
|
|
summ alt_cottonsui [aweight=n_stops]
|
|
|
g alt_cottonsuisd = ( alt_cottonsui - r(mean))/r(sd)
|
|
|
|
|
|
su ihsbl_lynch [aweight=n_stops]
|
|
|
g ihsbl_lynchsd = ( ihsbl_lynch - r(mean))/r(sd)
|
|
|
|
|
|
su ihsbl_exec [aweight=n_stops]
|
|
|
g ihsbl_execsd = ( ihsbl_exec - r(mean))/r(sd)
|
|
|
|
|
|
local start = -105
|
|
|
local end = 105
|
|
|
local bin_l = 15
|
|
|
local var_het = "ihsbl_exec"
|
|
|
|
|
|
g TRUMP_0 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_0 = 1 if dist_event`ii' == 0
|
|
|
}
|
|
|
g INT_TRUMP_0 = TRUMP_0 * `var_het'
|
|
|
|
|
|
|
|
|
forval ii = 1(`bin_l')`end'{
|
|
|
local jj = `ii' + `bin_l' - 1
|
|
|
g TRUMP_POST_`ii'_`jj' = 0
|
|
|
forval ee = 1/9 {
|
|
|
replace TRUMP_POST_`ii'_`jj' = 1 if (dist_event`ee' >= `ii' & dist_event`ee'<=`jj' & dist_event`ee'!=.)
|
|
|
}
|
|
|
g INT_TRUMP_POST_`ii'_`jj' = TRUMP_POST_`ii'_`jj' * `var_het'
|
|
|
}
|
|
|
g TRUMP_POST_M`end' = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_M`end' = 1 if (dist_event`ii' > `end' & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
|
|
|
forval ii = `start'(`bin_l')0 {
|
|
|
if `ii' < -`bin_l' {
|
|
|
local jj = abs(`ii')
|
|
|
local zz = `jj' - `bin_l' + 1
|
|
|
g TRUMP_PRE_`jj'_`zz' = 0
|
|
|
forval ee = 1/9 {
|
|
|
replace TRUMP_PRE_`jj'_`zz' = 1 if (dist_event`ee' <= -`zz' & dist_event`ee'>=-`jj' & dist_event`ee'!=.)
|
|
|
}
|
|
|
g INT_TRUMP_PRE_`jj'_`zz' = TRUMP_PRE_`jj'_`zz' * `var_het'
|
|
|
}
|
|
|
}
|
|
|
|
|
|
|
|
|
local jj = abs(`start')
|
|
|
g TRUMP_PRE_M`jj' = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_PRE_M`jj' = 1 if (dist_event`ii' < `start' & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
g TRUMP_POST_M15 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_M15 = 1 if (dist_event`ii' >15 & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
g TRUMP_PRE_M15 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_PRE_M15 = 1 if (dist_event`ii' <-15 & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
g TRUMP_POST_1_30 = 0
|
|
|
forval ii = 1/9 {
|
|
|
replace TRUMP_POST_1_30 = 1 if (dist_event`ii' > 0 & dist_event`ii'<=30 & dist_event`ii'!=.)
|
|
|
}
|
|
|
|
|
|
reghdfe black_ps 1.TRUMP_PRE_M15 1.TRUMP_0 1.TRUMP_POST_1_30 TRUMP_POST_M15 INT_* c.day_id#c.`var_het' [w=n_stops], a(i.county_fips i.day_id) cluster(county_fips day_id)
|
|
|
|
|
|
local temp = 1/`bin_l'
|
|
|
local bin_neg = abs(`start' * `temp')
|
|
|
local bin_pos = `end' * `temp'
|
|
|
local range = round(`bin_neg' + `bin_pos' + 3)
|
|
|
|
|
|
mat treat = J(`range',4,1)
|
|
|
|
|
|
local Nrange = `range' - 2
|
|
|
|
|
|
forval pos = 1/`Nrange' {
|
|
|
local lag = `start' + `bin_l'*`pos' - `bin_l'
|
|
|
if `lag' > 0 {
|
|
|
local lag = `start' + `bin_l'*`pos' - `bin_l' - `bin_l' + 1
|
|
|
}
|
|
|
|
|
|
local num = abs(`lag')
|
|
|
|
|
|
if `lag' == 0 {
|
|
|
mat treat[`pos',1] = 0
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_0]
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_0] + _se[INT_TRUMP_0]*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_0] - _se[INT_TRUMP_0]*invttail(e(N),0.05)
|
|
|
}
|
|
|
else if `lag' < -`bin_l' {
|
|
|
local num2 = `num' - `bin_l' + 1
|
|
|
local num1 = - `num'
|
|
|
mat treat[`pos',1] = `num1'
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_PRE_`num'_`num2']
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_PRE_`num'_`num2'] + _se[INT_TRUMP_PRE_`num'_`num2']*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_PRE_`num'_`num2'] - _se[INT_TRUMP_PRE_`num'_`num2']*invttail(e(N),0.05)
|
|
|
}
|
|
|
else if `lag' == -`bin_l' {
|
|
|
mat treat[`pos',1] = -`bin_l'
|
|
|
mat treat[`pos',2] = 0
|
|
|
mat treat[`pos',3] = 0
|
|
|
mat treat[`pos',4] = 0
|
|
|
}
|
|
|
else {
|
|
|
di "**"
|
|
|
di `lag'
|
|
|
di `pos'
|
|
|
local num2 = `num' + `bin_l' - 1
|
|
|
mat treat[`pos',1] = `num2'
|
|
|
mat treat[`pos',2] = _b[INT_TRUMP_POST_`num'_`num2']
|
|
|
mat treat[`pos',3] = _b[INT_TRUMP_POST_`num'_`num2'] + _se[INT_TRUMP_POST_`num'_`num2']*invttail(e(N),0.05)
|
|
|
mat treat[`pos',4] = _b[INT_TRUMP_POST_`num'_`num2'] - _se[INT_TRUMP_POST_`num'_`num2']*invttail(e(N),0.05)
|
|
|
}
|
|
|
}
|
|
|
local jj = abs(`start')
|
|
|
mat treat[`range'-1,1] = `start' - `bin_l' - 1
|
|
|
mat treat[`range'-1,2] = 0
|
|
|
mat treat[`range'-1,3] = 0
|
|
|
mat treat[`range'-1,4] = 0
|
|
|
|
|
|
mat treat[`range',1] = `end' + `bin_l' + 1
|
|
|
mat treat[`range',2] = 0
|
|
|
mat treat[`range',3] = 0
|
|
|
mat treat[`range',4] = 0
|
|
|
|
|
|
g yy = treat[_n,1] in 1/`range'
|
|
|
g eff = treat[_n,2] in 1/`range'
|
|
|
g eff_10 = treat[_n,3] in 1/`range'
|
|
|
g eff_90 = treat[_n,4] in 1/`range'
|
|
|
sort yy
|
|
|
|
|
|
|
|
|
twoway (rcap eff_10 eff_90 yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1) (scatter eff yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1)(line eff yy if yy>`start' - `bin_l' - 1 & yy<`end' + `bin_l' + 1, xline(0,lp(-)) yline(0,lp(-))) , xlabel(-105(15)105) graphregion(fcolor(white)) title("Executions") xtitle("Days From Trump") ytitle("Differential Trump Effect on Black Stops by") legend(order(1 "90% CI" 2 "Effect"))
|
|
|
graph export "Results\FigureA13F.pdf", as(pdf) name("Graph") replace
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
