From the help desk: Bootstrapped standard errors

Abstract

Bootstrapping is a nonparametric approach for evaluating the distribution of a statistic based on random resampling. This article illustrates the bootstrap as an alternative method for estimating the standard errors when the theoretical calculation is complicated or not available in the current software. Copyright 2003 by Stata Corporation.st0034, bootstrap, cluster, nl, instrumental variables