Because of the incidental parameters problem, the fixed effects maximum likelihood estimator in a nonlinear panel data model is in general inconsistent when the time series length T is short and fixed ...

We develop analytical approximations to bootstrap distribution functions of statistics that are smooth functions of vector means. In particular, our technique is applicable in the case of bootstrap ...