Showing 1 - 10 of 2,077
This paper extends the work of Baltagi et al. (2018) to the popular dynamic panel data model. We investigate the … robustness of Bayesian panel data models to possible misspecication of the prior distribution. The proposed robust Bayesian … specifications which includes the dynamic panel model with random effects, with cross-correlated effects à la Chamberlain, for the …
Persistent link: https://www.econbiz.de/10012834582
This paper develops a model for dynamic binary choice panel data that allows for unobserved heterogeneity to be …
Persistent link: https://www.econbiz.de/10013096447
We propose a novel procedure, built within a Generalized Method of Moments framework, which exploits unpaired observations (singletons) to increase the efficiency of longitudinal fixed effect estimates. The approach allows increasing estimation efficiency, while properly tackling the bias due to...
Persistent link: https://www.econbiz.de/10012865864
This paper extends the transformed maximum likelihood approach for estimation of dynamic panel data models by Hsiao …
Persistent link: https://www.econbiz.de/10013105008
With the increased availability of longitudinal data, dynamic panel data models have become commonplace. Moreover, the … included in the model. In this paper, we propose several new estimators for dynamic panel data models when data are irregularly …
Persistent link: https://www.econbiz.de/10013082422
This paper focuses on the estimation and predictive performance of several estimators for the time-space dynamic panel …
Persistent link: https://www.econbiz.de/10012915736
We compare the performance of maximum likelihood (ML) and simulated method of moments (SMM) estimation for dynamic discrete choice models. We construct and estimate a simplified dynamic structural model of education that captures some basic features of educational choices in the United States in...
Persistent link: https://www.econbiz.de/10013045058
-time models. We investigate the robustness of Bayesian panel data models to possible misspecification of the prior distribution … a general â toolboxâ for a wide range of specifications which includes the dynamic space- time panel model with random … effects, with cross-correlated effects à la Chamberlain, for the Hausman-Taylor world and for dynamic panel data models with …
Persistent link: https://www.econbiz.de/10014264204
This paper considers testing the hypothesis that errors in a panel data model are weakly cross sectionally dependent … the range [0, 1/4], for all combinations of N and T, and irrespective of whether the panel contains lagged values of the …
Persistent link: https://www.econbiz.de/10013108232
The presence of cross-sectionally correlated error terms invalidates much inferential theory of panel data models … for stationary panel regressions with multifactor error structure. This paper extends this work and examines the important …
Persistent link: https://www.econbiz.de/10013317495