This paper explores estimation of a class of non-linear dynamic panel data models with additive unobserved individual …-specific effects. The models are specified by moment restrictions. The class includes the panel data AR(p) model and panel smooth … transition models. We derive an efficient set of moment restrictions for estimation and apply the results to estimation of panel …