Showing 1 - 10 of 617
This paper extends the transformed maximum likelihood approach for estimation of dynamic panel data models by Hsiao …
Persistent link: https://www.econbiz.de/10009545313
This paper proposes maximum likelihood estimators for panel seemingly unrelated regressions with both spatial lag and … spatial lag dependent variable and where the heterogeneity in the panel is incorporated via an error component specification … spatial autocorrelation and random effects for this spatial SUR panel model. The small sample performance of the proposed …
Persistent link: https://www.econbiz.de/10009013035
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/10010418037
In this paper we study doubly robust estimators of various average treatment effects under unconfoundedness. We unify and extend much of the recent literature by providing a very general identification result which covers binary and multi-valued treatments; unnormalized and normalized weighting;...
Persistent link: https://www.econbiz.de/10010339580
This paper reconsiders the long-run economic relationship between health care expenditure and income using a panel of … cointegration properties between health care spending and income. This is done in a panel data context controlling for both cross … dependence. Heterogeneity is handled through fixed effects in a panel homogeneous model and through a panel heterogeneous model …
Persistent link: https://www.econbiz.de/10003947927
This article develops a Bayesian approach for estimating panel quantile regression with binary outcomes in the presence …
Persistent link: https://www.econbiz.de/10012163022
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/10012034327
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/10003355571
This paper considers testing the hypothesis that errors in a panel data model are weakly cross sectionally dependent … for values of α in the range [0, 1/4], for all combinations of N and T, and irrespective of whether the panel contains … cross-sectional dependence ; diagnostic tests ; panel data models ; dynamic heterogenous panels …
Persistent link: https://www.econbiz.de/10009534988
This paper proposes a parametric approach to estimating a dynamic binary response panel data model that allows for …
Persistent link: https://www.econbiz.de/10009629773