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2120Table02.do
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*** do 2120Table02
** v01: Table 2 presents correlations and mean comparisons by Greek life measures
global path "FirstGen/07_160314"
global log "2120Table02"
global logN "2120"
global dsold "2000Impute"
global tag "$path"
global graf ".emf"
capture log close
clear all
version 13
set matsize 800
set mem 400000k
set linesize 140
set more off
log using "$log", t replace
*** Models
local Ys "pellgap nonpellrates pellrates pellratio"
local mYs "pellgap pellratio"
local Xs "perGreek greekyes perfrat persoror"
local Select " Ndegsel Accept0712 Private"
local iSelect "i.Ndegsel Accept0712 Private"
local mSelect "m.Ndegsel Accept0712 Private"
local Controls "np_linc0813K Nmininst perSTEM lnendow0712K schsize0712K urbanicity4 Region pellper0712 perWomen perBlkHis"
local iControls "np_linc0813K Nmininst perSTEM lnendow0712K schsize0712K i.urbanicity4 i.Region pellper0712 perWomen perBlkHis"
*** MI Setup
use "$dsold", clear
mi import ice, automatic
mi unregister Findnotes Anotes Qnotes Samplenotes pellrates nonpellrates pellgap pellratio pellcomp nonpellcomp
// sum `Ys' `Xs' `iSelect' `iControls' if ccvar==1 & _mi_m==1
mi describe
mi convert wide, clear
mi unset, asis
*** Correlations
global X1 "perGreek"
global X2 "greekyes"
** % Greek students
qui sum perGreek if ccvar==1
local N = r(N)
local i = 1
while `i' <= 20 {
qui sum _`i'_perGreek if ccvar==1
local mA`i' = r(mean)
qui sum _`i'_perGreek if ccvar==1 & _`i'_greekyes==1
local m1`i' = r(mean)
local obs1`i' = r(N)
local sd1`i' = r(sd)
qui sum _`i'_perGreek if ccvar==1 & _`i'_greekyes==0
local m0`i' = r(mean)
local obs0`i' = r(N)
local sd0`i' = r(sd)
qui ttesti `obs1`i'' `m1`i'' `sd1`i'' `obs0`i'' `m0`i'' `sd0`i'', unequal
local p4`i' = r(p)
local i = `i' + 1
}
local meanA = (`mA1'+`mA2'+`mA3'+`mA4'+`mA5'+`mA6'+`mA7'+`mA8'+`mA9'+`mA10'+`mA11'+`mA12'+`mA13'+`mA14'+`mA15'+`mA16'+`mA17'+`mA18'+`mA19'+`mA20')/20
local mean1 = (`m11'+`m12'+`m13'+`m14'+`m15'+`m16'+`m17'+`m18'+`m19'+`m110'+`m111'+`m112'+`m113'+`m114'+`m115'+`m116'+`m117'+`m118'+`m119'+`m120')/20
local mean0 = (`m01'+`m02'+`m03'+`m04'+`m05'+`m06'+`m07'+`m08'+`m09'+`m010'+`m011'+`m012'+`m013'+`m014'+`m015'+`m016'+`m017'+`m018'+`m019'+`m020')/20
local ast4 "" // based on m=1
if `p41' <=0.10 {
local ast4 "+"
}
if `p41' <=0.05 {
local ast4 "*"
}
if `p41' <=0.01 {
local ast4 "**"
}
di %12s "perGreek" _col(14) "|" _col(16) %7.0f `N' _col(24) %8.3f `meanA' _col(33) %8.3f `mean1' ///
_col(42) %8.3f `mean0' _col(51) "`ast4'"
** Continuous variables
foreach var of varlist `Select' `Controls' {
qui sum `var' if ccvar==1
local N = r(N)
if `N' == 1082 {
local i = 1
while `i' <= 20 {
local X1 "_`i'_$X1"
local X2 "_`i'_$X2"
qui pwcorr `var' `X1' if ccvar==1
local r1`i' = r(rho)
qui pwcorr `var' `X1' if ccvar==1 & `X2'==1
local r2`i' = r(rho)
qui pwcorr `var' `X1' if ccvar==1 & `X2'==0
local r3`i' = r(rho)
qui sum `var' if ccvar==1
local mA`i' = r(mean)
local obsA`i' = r(N)
local sdA`i' = r(sd)
qui sum `var' if ccvar==1 & `X2'==1
local m1`i' = r(mean)
local obs1`i' = r(N)
local sd1`i' = r(sd)
qui sum `var' if ccvar==1 & `X2'==0
local m0`i' = r(mean)
local obs0`i' = r(N)
local sd0`i' = r(sd)
qui ttesti `obs1`i'' `m1`i'' `sd1`i'' `obs0`i'' `m0`i'' `sd0`i'', unequal
local p4`i' = r(p)
local i = `i' + 1
}
local rho1 = (`r11'+`r12'+`r13'+`r14'+`r15'+`r16'+`r17'+`r18'+`r19'+`r110'+`r111'+`r112'+`r113'+`r114'+`r115'+`r116'+`r117'+`r118'+`r119'+`r120')/20
local p1 = min(2*ttail(1082-2,abs(`rho1')*sqrt(1082-2)/ sqrt(1-`rho1'^2)),1)
local rho2 = (`r21'+`r22'+`r23'+`r24'+`r25'+`r26'+`r27'+`r28'+`r29'+`r210'+`r211'+`r212'+`r213'+`r214'+`r215'+`r216'+`r217'+`r218'+`r219'+`r220')/20
local p2 = min(2*ttail(1082-2,abs(`rho2')*sqrt(1082-2)/ sqrt(1-`rho2'^2)),1)
local rho3 = (`r31'+`r32'+`r33'+`r34'+`r35'+`r36'+`r37'+`r38'+`r39'+`r310'+`r311'+`r312'+`r313'+`r314'+`r315'+`r316'+`r317'+`r318'+`r319'+`r320')/20
local p3 = min(2*ttail(1082-2,abs(`rho3')*sqrt(1082-2)/ sqrt(1-`rho3'^2)),1)
local meanA = (`mA1'+`mA2'+`mA3'+`mA4'+`mA5'+`mA6'+`mA7'+`mA8'+`mA9'+`mA10'+`mA11'+`mA12'+`mA13'+`mA14'+`mA15'+`mA16'+`mA17'+`mA18'+`mA19'+`mA20')/20
local mean1 = (`m11'+`m12'+`m13'+`m14'+`m15'+`m16'+`m17'+`m18'+`m19'+`m110'+`m111'+`m112'+`m113'+`m114'+`m115'+`m116'+`m117'+`m118'+`m119'+`m120')/20
local mean0 = (`m01'+`m02'+`m03'+`m04'+`m05'+`m06'+`m07'+`m08'+`m09'+`m010'+`m011'+`m012'+`m013'+`m014'+`m015'+`m016'+`m017'+`m018'+`m019'+`m020')/20
local ast1 ""
if `p1' <=0.10 {
local ast1 "+"
}
if `p1' <=0.05 {
local ast1 "*"
}
if `p1' <=0.01 {
local ast1 "**"
}
local ast2 ""
if `p2' <=0.10 {
local ast2 "+"
}
if `p2' <=0.05 {
local ast2 "*"
}
if `p2' <=0.01 {
local ast2 "**"
}
local ast3 ""
if `p3' <=0.10 {
local ast3 "+"
}
if `p3' <=0.05 {
local ast3 "*"
}
if `p3' <=0.01 {
local ast3 "**"
}
local ast4 "" // based on m=1
if `p41' <=0.10 {
local ast4 "+"
}
if `p41' <=0.05 {
local ast4 "*"
}
if `p41' <=0.01 {
local ast4 "**"
}
di %12s "`var'" _col(14) "|" _col(16) %7.0f `N' _col(24) %8.3f `meanA' _col(33) %8.3f `mean1' ///
_col(42) %8.3f `mean0' _col(51) "`ast4'" _col(56) %7.4f `rho1' _col(64) "`ast1'" ///
_col(69) %7.4f `rho2' _col(77) "`ast2'" _col(82) %7.4f `rho3' _col(90) "`ast3'"
}
else if `N' < 1082 {
local i = 1
while `i' <= 20 {
local Y "_`i'_`var'"
local X1 "_`i'_$X1"
local X2 "_`i'_$X2"
qui pwcorr `Y' `X1' if ccvar==1
local r1`i' = r(rho)
qui pwcorr `Y' `X1' if ccvar==1 & `X2'==1
local r2`i' = r(rho)
qui pwcorr `Y' `X1' if ccvar==1 & `X2'==0
local r3`i' = r(rho)
qui sum `Y' if ccvar==1
local mA`i' = r(mean)
local obsA`i' = r(N)
local sdA`i' = r(sd)
qui sum `Y' if ccvar==1 & `X2'==1
local m1`i' = r(mean)
local obs1`i' = r(N)
local sd1`i' = r(sd)
qui sum `Y' if ccvar==1 & `X2'==0
local m0`i' = r(mean)
local obs0`i' = r(N)
local sd0`i' = r(sd)
qui ttesti `obs1`i'' `m1`i'' `sd1`i'' `obs0`i'' `m0`i'' `sd0`i'', unequal
local p4`i' = r(p)
local i = `i' + 1
}
local rho1 = (`r11'+`r12'+`r13'+`r14'+`r15'+`r16'+`r17'+`r18'+`r19'+`r110'+`r111'+`r112'+`r113'+`r114'+`r115'+`r116'+`r117'+`r118'+`r119'+`r120')/20
local p1 = min(2*ttail(1082-2,abs(`rho1')*sqrt(1082-2)/ sqrt(1-`rho1'^2)),1)
local rho2 = (`r21'+`r22'+`r23'+`r24'+`r25'+`r26'+`r27'+`r28'+`r29'+`r210'+`r211'+`r212'+`r213'+`r214'+`r215'+`r216'+`r217'+`r218'+`r219'+`r220')/20
local p2 = min(2*ttail(1082-2,abs(`rho2')*sqrt(1082-2)/ sqrt(1-`rho2'^2)),1)
local rho3 = (`r31'+`r32'+`r33'+`r34'+`r35'+`r36'+`r37'+`r38'+`r39'+`r310'+`r311'+`r312'+`r313'+`r314'+`r315'+`r316'+`r317'+`r318'+`r319'+`r320')/20
local p3 = min(2*ttail(1082-2,abs(`rho3')*sqrt(1082-2)/ sqrt(1-`rho3'^2)),1)
local meanA = (`mA1'+`mA2'+`mA3'+`mA4'+`mA5'+`mA6'+`mA7'+`mA8'+`mA9'+`mA10'+`mA11'+`mA12'+`mA13'+`mA14'+`mA15'+`mA16'+`mA17'+`mA18'+`mA19'+`mA20')/20
local mean1 = (`m11'+`m12'+`m13'+`m14'+`m15'+`m16'+`m17'+`m18'+`m19'+`m110'+`m111'+`m112'+`m113'+`m114'+`m115'+`m116'+`m117'+`m118'+`m119'+`m120')/20
local mean0 = (`m01'+`m02'+`m03'+`m04'+`m05'+`m06'+`m07'+`m08'+`m09'+`m010'+`m011'+`m012'+`m013'+`m014'+`m015'+`m016'+`m017'+`m018'+`m019'+`m020')/20
local ast1 ""
if `p1' <=0.10 {
local ast1 "+"
}
if `p1' <=0.05 {
local ast1 "*"
}
if `p1' <=0.01 {
local ast1 "**"
}
local ast2 ""
if `p2' <=0.10 {
local ast2 "+"
}
if `p2' <=0.05 {
local ast2 "*"
}
if `p2' <=0.01 {
local ast2 "**"
}
local ast3 ""
if `p3' <=0.10 {
local ast3 "+"
}
if `p3' <=0.05 {
local ast3 "*"
}
if `p3' <=0.01 {
local ast3 "**"
}
local ast4 "" // based on m=1
if `p41' <=0.10 {
local ast4 "+"
}
if `p41' <=0.05 {
local ast4 "*"
}
if `p41' <=0.01 {
local ast4 "**"
}
di %12s "`var'" _col(14) "|" _col(16) %7.0f `N' _col(24) %8.3f `meanA' _col(33) %8.3f `mean1' ///
_col(42) %8.3f `mean0' _col(51) "`ast4'" _col(56) %7.4f `rho1' _col(64) "`ast1'" ///
_col(69) %7.4f `rho2' _col(77) "`ast2'" _col(82) %7.4f `rho3' _col(90) "`ast3'"
}
}
** Categorical variables
foreach num of numlist 1 2 3 {
local i = 1
while `i' <= 20 {
local X2 "_`i'_$X2"
qui sum i`num'._`i'_Ndegsel if ccvar==1
local mA`i' = r(mean)
qui sum i`num'._`i'_Ndegsel if ccvar==1 & `X2'==1
local m1`i' = r(mean)
local obs1`i' = r(N)
local sd1`i' = r(sd)
qui sum i`num'._`i'_Ndegsel if ccvar==1 & `X2'==0
local m0`i' = r(mean)
local obs0`i' = r(N)
local sd0`i' = r(sd)
qui ttesti `obs1`i'' `m1`i'' `sd1`i'' `obs0`i'' `m0`i'' `sd0`i'', unequal
local p2`i' = r(p)
local i = `i' + 1
}
local meanA = (`mA1'+`mA2'+`mA3'+`mA4'+`mA5'+`mA6'+`mA7'+`mA8'+`mA9'+`mA10'+`mA11'+`mA12'+`mA13'+`mA14'+`mA15'+`mA16'+`mA17'+`mA18'+`mA19'+`mA20')/20
local mean1 = (`m11'+`m12'+`m13'+`m14'+`m15'+`m16'+`m17'+`m18'+`m19'+`m110'+`m111'+`m112'+`m113'+`m114'+`m115'+`m116'+`m117'+`m118'+`m119'+`m120')/20
local mean0 = (`m01'+`m02'+`m03'+`m04'+`m05'+`m06'+`m07'+`m08'+`m09'+`m010'+`m011'+`m012'+`m013'+`m014'+`m015'+`m016'+`m017'+`m018'+`m019'+`m020')/20
local ast4 "" // based on m=1
if `p41' <=0.10 {
local ast4 "+"
}
if `p41' <=0.05 {
local ast4 "*"
}
if `p41' <=0.01 {
local ast4 "**"
}
di %12s "i`num'.Ndegsel" _col(14) "|" _col(16) %7.0f `N' _col(24) %8.3f `meanA' _col(33) %8.3f `mean1' ///
_col(42) %8.3f `mean0' _col(51) "`ast4'"
}
foreach num of numlist 1 2 3 4 {
local i = 1
while `i' <= 20 {
local X2 "_`i'_$X2"
qui sum i`num'.urbanicity4 if ccvar==1
local mA`i' = r(mean)
qui sum i`num'.urbanicity4 if ccvar==1 & `X2'==1
local m1`i' = r(mean)
local obs1`i' = r(N)
local sd1`i' = r(sd)
qui sum i`num'.urbanicity4 if ccvar==1 & `X2'==0
local m0`i' = r(mean)
local obs0`i' = r(N)
local sd0`i' = r(sd)
qui ttesti `obs1`i'' `m1`i'' `sd1`i'' `obs0`i'' `m0`i'' `sd0`i'', unequal
local p2`i' = r(p)
local i = `i' + 1
}
local meanA = (`mA1'+`mA2'+`mA3'+`mA4'+`mA5'+`mA6'+`mA7'+`mA8'+`mA9'+`mA10'+`mA11'+`mA12'+`mA13'+`mA14'+`mA15'+`mA16'+`mA17'+`mA18'+`mA19'+`mA20')/20
local mean1 = (`m11'+`m12'+`m13'+`m14'+`m15'+`m16'+`m17'+`m18'+`m19'+`m110'+`m111'+`m112'+`m113'+`m114'+`m115'+`m116'+`m117'+`m118'+`m119'+`m120')/20
local mean0 = (`m01'+`m02'+`m03'+`m04'+`m05'+`m06'+`m07'+`m08'+`m09'+`m010'+`m011'+`m012'+`m013'+`m014'+`m015'+`m016'+`m017'+`m018'+`m019'+`m020')/20
local ast4 "" // based on m=1
if `p41' <=0.10 {
local ast4 "+"
}
if `p41' <=0.05 {
local ast4 "*"
}
if `p41' <=0.01 {
local ast4 "**"
}
di %12s "i`num'.urbanicity4" _col(14) "|" _col(16) %7.0f `N' _col(24) %8.3f `meanA' _col(33) %8.3f `mean1' ///
_col(42) %8.3f `mean0' _col(51) "`ast4'"
}
foreach num of numlist 1 2 3 4 5 {
local i = 1
while `i' <= 20 {
local X2 "_`i'_$X2"
qui sum i`num'.Region if ccvar==1
local mA`i' = r(mean)
qui sum i`num'.Region if ccvar==1 & `X2'==1
local m1`i' = r(mean)
local obs1`i' = r(N)
local sd1`i' = r(sd)
qui sum i`num'.Region if ccvar==1 & `X2'==0
local m0`i' = r(mean)
local obs0`i' = r(N)
local sd0`i' = r(sd)
qui ttesti `obs1`i'' `m1`i'' `sd1`i'' `obs0`i'' `m0`i'' `sd0`i'', unequal
local p2`i' = r(p)
local i = `i' + 1
}
local meanA = (`mA1'+`mA2'+`mA3'+`mA4'+`mA5'+`mA6'+`mA7'+`mA8'+`mA9'+`mA10'+`mA11'+`mA12'+`mA13'+`mA14'+`mA15'+`mA16'+`mA17'+`mA18'+`mA19'+`mA20')/20
local mean1 = (`m11'+`m12'+`m13'+`m14'+`m15'+`m16'+`m17'+`m18'+`m19'+`m110'+`m111'+`m112'+`m113'+`m114'+`m115'+`m116'+`m117'+`m118'+`m119'+`m120')/20
local mean0 = (`m01'+`m02'+`m03'+`m04'+`m05'+`m06'+`m07'+`m08'+`m09'+`m010'+`m011'+`m012'+`m013'+`m014'+`m015'+`m016'+`m017'+`m018'+`m019'+`m020')/20
local ast2 "" // based on m=1
if `p41' <=0.10 {
local ast4 "+"
}
if `p41' <=0.05 {
local ast4 "*"
}
if `p41' <=0.01 {
local ast4 "**"
}
di %12s "i`num'.Region" _col(14) "|" _col(16) %7.0f `N' _col(24) %8.3f `meanA' _col(33) %8.3f `mean1' ///
_col(42) %8.3f `mean0' _col(51) "`ast4'"
}
log close