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This paper extends the Baltagi et al. (2018, 2021) static and dynamic ?-contamination papers to dynamic space-time models. We investigate the robustness of Bayesian panel data models to possible misspecification of the prior distribution. The proposed robust Bayesian approach departs from the...
Persistent link: https://www.econbiz.de/10014296559
Since little is known about the degree of bias in estimated fixed effects in panel data models, we run Monte Carlo simulations on a range of different estimators. We find that Anderson-Hsiao IV, Kiviet's bias-corrected LSDV and GMM estimators all perform well in both short and long panels....
Persistent link: https://www.econbiz.de/10010269265
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 approach departs from the standard Bayesian framework in...
Persistent link: https://www.econbiz.de/10012269892
Since little is known about the degree of bias in estimated fixed effects in panel data models, we run Monte Carlo simulations on a range of different estimators. We find that Anderson-Hsiao IV, Kiviet’s bias-corrected LSDV and GMM estimators all perform well in both short and long panels....
Persistent link: https://www.econbiz.de/10005761982
endogeneity and missing outcomes. We use instrumental variables, pre-treatment characteristics, and short-term (or intermediate …
Persistent link: https://www.econbiz.de/10010333307
endogeneity and missing outcomes. We use instrumental variables, pre-treatment characteristics, and short-term (or intermediate …
Persistent link: https://www.econbiz.de/10010747353
endogeneity and attrition/non-response bias, using two instrumental variables. Making use of a discrete instrument for the …
Persistent link: https://www.econbiz.de/10011401691
We exploit a quasi-experimental setting provided by an election day with multiple polls to estimate the effect of voters' turnout on the spread of new COVID-19 infections and to quantify the policy trade-off implied by postponing elections during high infection periods. We show that post-poll...
Persistent link: https://www.econbiz.de/10012658237
A model is considered in which optimal search intensity is a result of a tradeoff between short-run losses due to higher search costs (more interviews, commuting?) and long-run gains due to a higher chance of finding a job. We show that this optimal search intensity is higher in areas...
Persistent link: https://www.econbiz.de/10010262762
This paper extends the transformed maximum likelihood approach for estimation of dynamic panel data models by Hsiao, Pesaran, and Tahmiscioglu (2002) to the case where the errors are crosssectionally heteroskedastic. This extension is not trivial due to the incidental parameters problem that...
Persistent link: https://www.econbiz.de/10010282268