Testing initial conditions in dynamic panel data models

Citation
Magazzini, Laura et Calzolari, Giorgio, Testing initial conditions in dynamic panel data models, Econometric reviews , 39(2), 2020, pp. 115-134
Journal title
ISSN journal
07474938
Volume
39
Issue
2
Year of publication
2020
Pages
115 - 134
Database
ACNP
SICI code
Abstract
We propose a new framework for testing the .mean stationarity. assumption in dynamic panel data models, required for the consistency of the system GMM estimator. In our set up the assumption is obtained as a parametric restriction in an extended set of moment conditions, allowing the use of a LM test to check its validity. Our framework provides a ranking in terms of power of the analyzed test statistics, in which our approach exhibits better power than the difference-in-Sargan/Hansen test that compares system GMM and difference GMM, that is, on its turn, more powerful than the Sargan/Hansen test based on the system GMM moment conditions.