// Table 6.1
// Method 1
use "https://statisticalhorizons.com/wp-content/uploads/college.dta", clear
mi set mlong
mi register imputed gradrat csat private lenroll stufac rmbrd act
mi impute mvn gradrat csat private lenroll stufac rmbrd act, ///
add(5) burnin(500) burnbetween(200) emlog emoutput
eststo clear
eststo: mi estimate, post: regress gradrat lenroll i.private##c.csat stufac rmbrd
// Method 2
use "https://statisticalhorizons.com/wp-content/uploads/college.dta", clear
mi set mlong
mi register imputed gradrat csat lenroll stufac rmbrd act
mi impute mvn gradrat csat lenroll stufac rmbrd act, ///
add(5) burnin(500) burnbetween(200) emlog emoutput ///
by(private)
eststo: mi estimate, post: regress gradrat lenroll i.private##c.csat stufac rmbrd
// Method 3
use "https://statisticalhorizons.com/wp-content/uploads/college.dta", clear
generate privateXcsat = private * csat
mi set mlong
mi register imputed gradrat csat private lenroll stufac rmbrd act privateXcsat
mi impute mvn gradrat csat private lenroll stufac rmbrd act privateXcsat, ///
add(5) burnin(500) burnbetween(200) emlog emoutput
eststo: mi estimate, post: regress gradrat lenroll i.private csat privateXcsat stufac rmbrd
esttab, not p wide nostar noobs varlabel(_cons "Intercept") ///
order(_cons csat lenroll stufac 1.private rmbrd) ///
rename(privateXcsat 1.private#c.csat) varwidth(25) nobaselevels ///
title(Regression with interaction terms--three methods) ///
mtitle("Method 1" "Method 2" "Method 3") nonumbers
Feb 12, 2018
Interactions in multiple imputation
This replicates the analyses for Table 6.1 for Allison (2002).
