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An R-squared for logistic regression, packaged

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This morning I checked Paul Allison's Statistical Horizons blog and found a post on R^2 measures for logistic regression. It introduced me to Tjur's R^2 by way of an example, which I repackaged below:


// Reference: http://www.statisticalhorizons.com/r2logistic

// program definition
capture prog drop tjur2
program tjur2, rclass

if !inlist(e(cmd),"logit","logistic") {
   di as err "Tjur's R-squared only works after logit or logistic."
   exit 468 // Thank you, Nick Cox.
}
tempname yhat
predict `yhat' if e(sample)
local y `e(depvar)'
quietly ttest `yhat', by(`y')
local r2logistic r(mu_2)-r(mu_1)
di "Tjur's R-squared " _col(20) %4.3f `r2logistic'
return local r2logistic `r2logistic'

end

// use case
use "http://www.uam.es/personal_pdi/economicas/rsmanga/docs/mroz.dta", clear
logistic inlf kidslt6 age educ huswage city exper
tjur2

I'm not sure yet if it's worth saving this program as ado/personal/t/tjur2.ado for my future logistic regression diagnostic needs, but I haven't posted anything Stata-related in too long, so there you have it.


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