While relogit is a standard "go-to" Stata command when a data set includes "rare events," a threat of bias is enhanced if rare events derive from a "small sample." While bootstraping
may be an option for some, a recent Stata listserv discussion (here) emphasizes a pair of commands -- firthlogit and exlogit -- that might make sense for others. [...]