May 3, 2017

The multinomial logit and log-linear models yielding the same results


// Open data set
webuse sysdsn1, clear

// Cross table
tab site insure, row chi

// Multinomial logit model
mlogit insure i.site
estimates store multinomial

// Prepare data for log-linear model
contract insure site, nomiss

// Log-linear model
poisson _freq i.insure##i.site
estimates store loglinear

esttab multinomial loglinear, varwidth(50)