Brantly Callaway 2018-04-30
The Rqte package implements many methods used,especially in economics, to estimate quantile treatment effects. Theseinclude the case where treatment is randomly assigned, under selectionon observables, under a Difference in Differences Assumtpion.
The package is available on CRAN and can be loaded as follows
library(qte)The following example shows how to use theci.qte methodin theqte package using data about an experimental jobtraining program.
data(lalonde) jt.cia<-ci.qte(re78~ treat,xformla=~age+ education+ black+ hispanic+ married+ nodegree,data=lalonde.psid,probs=seq(0.05,0.95,0.05),se=T)summary(jt.cia)More examples and details about other functions in the package can befound at the package’swebsite