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This paper extends the transformed maximum likelihood approach for estimation of dynamic panel data models by Hsiao …
Persistent link: https://www.econbiz.de/10013105008
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
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
using a sample of 3,979 neonates which represents over 84,846 observations (infant/days).We use a semiparametric panel data …
Persistent link: https://www.econbiz.de/10012838501
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 develops a model for dynamic binary choice panel data that allows for unobserved heterogeneity to be …
Persistent link: https://www.econbiz.de/10013096447
Ridder and Woutersen (2003) have shown that under a weak condition on the baseline hazard there exist root-N consistent estimators of the parameters in a semiparametric Mixed Proportional Hazard model with a parametric baseline hazard and unspecified distribution of the unobserved heterogeneity....
Persistent link: https://www.econbiz.de/10013150359
This paper considers the statistical analysis of large panel data sets where even after conditioning on common observed … dependence. It is then established that the Common Correlated Effects (CCE) estimator of panel data model with a multifactor …
Persistent link: https://www.econbiz.de/10013316833
A model for matched data with two types of unobserved heterogeneity is considered – one related to the observation unit, the other to units to which the observation units are matched. One or both of the unobserved components are assumed to be random. This mixed model allows identification of...
Persistent link: https://www.econbiz.de/10013122165
The purpose of this paper is two-fold. First, it compares the performance of various panel data models in estimating … technical efficiency in production. Second, it applies various stochastic frontier panel data models to estimate the technical …
Persistent link: https://www.econbiz.de/10012996535