Identification of spatial Durbin panel models

Citation
Lee, Lung-fei et Yu, Jihai, Identification of spatial Durbin panel models, Journal of applied econometrics , 31(1), 2016, pp. 133-162
ISSN journal
08837252
Volume
31
Issue
1
Year of publication
2016
Pages
133 - 162
Database
ACNP
SICI code
Abstract
This paper considers identification of spatial Durbin dynamic panel models under 2SLS and ML estimations. We show that the parameters are generally identified via 2SLS moment relations or expected log-likelihood or quasi-likelihood functions. Monte Carlo experiments suggest that omitting relevant Durbin terms can result in significant biases in regression estimates, while including an irrelevant Durbin term causes no obvious loss of efficiency. Empirical illustration of the international spillover of economic growth through bilateral trade shows that inclusion of Durbin terms can be important.