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Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition
Frölich, Markus; Huber, Martin - Institute for the Study of Labor (IZA) - 2014
This paper develops a nonparametric methodology for treatment evaluation with multiple outcome periods under treatment endogeneity and missing outcomes. We use instrumental variables, pre-treatment characteristics, and short-term (or intermediate) outcomes to identify the average treatment...
Persistent link: https://www.econbiz.de/10010747353
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Robust Linear Static Panel Data Models Using ε-Contamination
Baltagi, Badi H.; Bresson, Georges; Chaturvedi, Anoop; … - Institute for the Study of Labor (IZA) - 2014
The paper develops a general Bayesian framework for robust linear static panel data models using ε-contamination. A two-step approach is employed to derive the conditional type-II maximum likelihood (ML-II) posterior distribution of the coefficients and individual effects. The ML-II posterior...
Persistent link: https://www.econbiz.de/10011094081
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Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition
Frölich, Markus; Huber, Martin - 2014
This paper develops a nonparametric methodology for treatment evaluation with multiple outcome periods under treatment endogeneity and missing outcomes. We use instrumental variables, pre-treatment characteristics, and short-term (or intermediate) outcomes to identify the average treatment...
Persistent link: https://www.econbiz.de/10010333307
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Robust Dynamic Panel Data Models Using e-Contamination
Baltagi, Badi H.; Bresson, Georges; Chaturvedi, Anoop; … - 2020
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
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How Collective Bargaining Shapes Poverty: New Evidence for Developed Countries
Pineda-Hernández, Kevin; Rycx, Francois; Volral, Mélanie - 2021
Although many studies point to the significant influence of collective bargaining institutions on earnings inequalities …, evidence on how these institutions shape poverty rates across developed economies remains surprisingly scarce. It would be a …, our estimates indeed suggest that the poverty-reducing effect of collective bargaining institutions stems from the …
Persistent link: https://www.econbiz.de/10012658134
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Robust Dynamic Space-Time Panel Data Models Using ?-Contamination: An Application to Crop Yields and Climate Change
Baltagi, Badi H.; Bresson, Georges; Chaturvedi, Anoop; … - 2022
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
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Robust Linear Static Panel Data Models Using ε-Contamination
Baltagi, Badi H.; Bresson, Georges; Chaturvedi, Anoop; … - 2014
The paper develops a general Bayesian framework for robust linear static panel data models using ε-contamination. A two-step approach is employed to derive the conditional type-II maximum likelihood (ML-II) posterior distribution of the coefficients and individual effects. The ML-II posterior...
Persistent link: https://www.econbiz.de/10010468186
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Robust estimation of linear fixed effects panel data models with an application to the exporter productivity premium
Verardi, Vincenzo; Wagner, Joachim - 2010
In empirical studies it often happens that some variables for some units are far away from the other observations in the sample. These extreme observations, or outliers, often have a large impact on the results of statistical analyses - conclusions based on a sample with and without these units...
Persistent link: https://www.econbiz.de/10010269751
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Productivity premia for German manufacturing firms exporting to the Euro-area and beyond: First evidence from robust fixed effects estimations
Verardi, Vincenzo; Wagner, Joachim - 2010
This paper makes three contributions. (1) It summarizes in tabular form a recent literature made of 36 micro-econometric studies for 16 different countries on the relationship between export destination and firm performance. (2) It reports estimates of the productivity premium of German firms...
Persistent link: https://www.econbiz.de/10010269790
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Labor Market Imperfections, Markups and Productivity in Multinationals and Exporters
Dobbelaere, Sabien; Kiyota, Kozo - 2017
This paper examines the links between the internationalization mode of firms and market imperfections in product and labor markets. We develop a framework for modelling heterogeneity across firms in terms of (i) product market power (price-cost markups), (ii) labor market imperfections (workers'...
Persistent link: https://www.econbiz.de/10011816497