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A Comparative Analysis of Different IV and GMM Estimators of Dynamic Panel Data Models
Authors:Mark N Harris  László Mátyás
Institution:Department of Econometrics and Business Statistics, Monash University, Australia;Central European University, Budapest, Hungary;Erudite, Universite Paris XII
Abstract:It is well known that the usual procedures for estimating panel data models are inconsistent in the dynamic setting. A large number of consistent estimators however, have been proposed in the literature. This paper provides a survey of the majority of mainstream estimators, which tend to consist of IV and GMM ones. It also considers a newly proposed extension to the promising Wansbeek–Bekker estimator (Harris & Mátyás, 2000). To provide guidance to the applied researcher working on micro-datasets, the small sample performance of these estimators is evaluated using a set of Monte Carlo experiments.
Keywords:Panel data  Dynamic models  Monte Carlo  IV and GMM estimators
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