This document discusses using the xtabond command in Stata to estimate dynamic panel data models using the Arellano-Bond GMM estimator. It notes that the moment conditions of the GMM estimators require no serial correlation in the idiosyncratic errors. The estat abond command can be used to test for second and higher order autocorrelation and check for first difference autocorrelation up to a specified lag.