// Table 6.2
use "https://statisticalhorizons.com/wp-content/uploads/college.dta", clear
mi set mlong
mi register imputed csat act gradrat
eststo clear
eststo: regress csat
// Impute using ACT
mi impute mvn csat act, ///
add(5) burnin(500) burnbetween(200) emlog emoutput
eststo: mi estimate, post: regress csat
// PCT25 is missing altogether in the data
// Impute using ACT and GRADRAT
mi impute mvn csat act gradrat, ///
add(5) burnin(500) burnbetween(200) emlog emoutput
eststo: mi estimate, post: regress csat
esttab, not se mtitle("No imputation" "ACT" "ACT and GRADRAT") nonumbers ///
coeflabel(_cons "Mean") modelwidth(15) title("Mean (and standard errors) of CSAT with different variables used in imputation")
Feb 13, 2018
Using additional variables in multiple imputation
This allows replicating Table 6.2 in Allison (2002).
