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Trimmed mean group estimation of average treatment effects in ultra short T panels under correlated heterogeneity
Pesaran, M. Hashem; Yang, Liying - 2023
if the time dimension of the panel is as small as the number of its regressors. Extensions to panels with time effects …
Persistent link: https://www.econbiz.de/10014393231
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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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Revisiting the great ratios hypothesis
Chudik, Alexander; Pesaran, M. Hashem; Smith, Ron - 2022
pooled mean group estimator (SPMG) to deal with these features. Using this new panel estimator and a dataset spanning almost …
Persistent link: https://www.econbiz.de/10013041372
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Revisiting the great ratios hypothesis
Chudik, Alexander; Pesaran, M. Hashem; Smith, Ron - 2022
Persistent link: https://www.econbiz.de/10013263388
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To pool or not to pool : revisited
Pesaran, M. Hashem; Zhou, Qiankun - 2015
coefficients in the case of panel data models when the time dimension (T) is fixed while the cross section dimension (N) is allowed … effects in the panel. It is shown that the pooled estimator remains consistent so long as delta < 1, and is asymptotically …
Persistent link: https://www.econbiz.de/10011283819
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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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Estimation and inference for spatial models with heterogeneous coefficients : an application to U.S. house prices
Aquaro, Michele; Bailey, Natalia; Pesaran, M. Hashem - 2019
This paper considers the problem of identification, estimation and inference in the case of spatial panel data models … errors. A quasi maximum likelihood (QML) estimation procedure is developed and the conditions for identification of spatial …
Persistent link: https://www.econbiz.de/10011983664
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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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Heterogeneous autoregressions in short T panel data models
Pesaran, M. Hashem; Yang, Liying - 2023
This paper considers a first-order autoregressive panel data model with individual-specific effects and a heterogeneous …
Persistent link: https://www.econbiz.de/10014304441