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Pooled Bewley Estimator of Long-Run Relationships in Dynamic Heterogenous Panels
Chudik, Alexander; Pesaran, M. Hashem; Smith, Ron P. - 2023
This paper, using the Bewley (1979) transformation of the autoregressive distributed lag model, proposes a novel pooled Bewley (PB) estimator of long-run coefficients for dynamic panels with heterogeneous short-run dynamics, in the same setting as the widely used Pooled Mean Group (PMG)...
Persistent link: https://www.econbiz.de/10014357208
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A Bias-Corrected Method of Moments Approach to Estimation of Dynamic Short-T Panels
Chudik, Alexander - 2017
approach can be applied to estimation of a variety of models such as spatial and dynamic panel data models. In this paper we … focus on the latter and consider both univariate and multivariate panel data models with short time dimension. Simple Bias …
Persistent link: https://www.econbiz.de/10012943386
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A Bias-Corrected Method of Moments Approach to Estimation of Dynamic Short-T Panels
Chudik, Alexander - 2017
approach can be applied to estimation of a variety of models such as spatial and dynamic panel data models. In this paper we … focus on the latter and consider both univariate and multivariate panel data models with short time dimension. Simple Bias …
Persistent link: https://www.econbiz.de/10012943450
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A Bias-Corrected Method of Moments Approach to Estimation of Dynamic Short-T Panels
Chudik, Alexander - 2017
approach can be applied to estimation of a variety of models such as spatial and dynamic panel data models. In this paper we … focus on the latter and consider both univariate and multivariate panel data models with short time dimension. Simple Bias …
Persistent link: https://www.econbiz.de/10012946881
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A robust approach to heteroskedasticity, error serial correlation and slope heterogeneity for large linear panel data models with interactive effects
Hayakawa, Kazuhiko; Nagata, Shuichi; Yamagata, Takashi - 2018
heterogeneity for large linear panel data models. First, we establish the asymptotic validity of the Wald test based on the widely … used panel heteroskedasticity and autocorrelation consistent (HAC) variance estimator of the pooled estimator under random …
Persistent link: https://www.econbiz.de/10011879510
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Transformed maximum likelihood estimation of short dynamic panel data models with interactive effects
Hayakawa, Kazuhiko; Pesaran, M. Hashem; Smith, L. Vanessa - 2014
This paper proposes the transformed maximum likelihood estimator for short dynamic panel data models with interactive …
Persistent link: https://www.econbiz.de/10010358963
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Debt, inflation and growth : robust estimation of long-run effects in dynamic panel data models
Chudik, Alexander; Mohaddes, Kamiar; Pesaran, M. Hashem; … - 2013
the estimation of long-run effects in dynamic heterogeneous panel data models with cross-sectionally dependent errors. The …
Persistent link: https://www.econbiz.de/10010212372
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A Robust Approach to Heteroskedasticity, Error Serial Correlation and Slope Heterogeneity for Large Linear Panel Data Models with Interactive Effects
Cui, Guowei - 2019
heterogeneity for large linear panel data models. First, we establish the asymptotic validity of the Wald test based on the widely … used panel heteroskedasticity and autocorrelation consistent (HAC) variance estimator of the pooled estimator under random …
Persistent link: https://www.econbiz.de/10012898755
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A bias-corrected method of moments approach to estimation of dynamic Short-T panels
Chudik, Alexander; Pesaran, M. Hashem - 2017
approach can be applied to estimation of a variety of models such as spatial and dynamic panel data models. In this paper we … focus on the latter and consider both univariate and multivariate panel data models with short time dimension. Simple Bias …
Persistent link: https://www.econbiz.de/10011735967
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Half-Panel Jackknife Fixed Effects Estimation of Panels with Weakly Exogenous Regressors
Chudik, Alexander - 2018
This paper considers estimation and inference in linear panel regression models with lagged dependent variables and … generalizes the well known Nickell bias formula derived for the pure autoregressive dynamic panel data models. It shows that in … N/T is sufficiently small. To deal with the bias and size distortion of FE-TE estimator the use of half-panel Jackknife …
Persistent link: https://www.econbiz.de/10012934791