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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 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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Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors
Chudik, Alexander; Pesaran, M. Hashem - 2013
This paper extends the Common Correlated Effects (CCE) approach developed by Pesaran (2006) to heterogeneous panel data … cross section averages must be included in individual equations of the panel, and the number of cross section averages must … dimension of the panel is sufficiently large. …
Persistent link: https://www.econbiz.de/10009743851
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Variable selection and forecasting in high dimensional linear regressions with structural breaks
Chudik, Alexander; Pesaran, M. Hashem; Sharifvaghefi, Mahrad - 2020
This paper is concerned with problem of variable selection and forecasting in the presence of parameter instability. There are a number of approaches proposed for forecasting in the presence of breaks, including the use of rolling windows or exponential down-weighting. However, these studies...
Persistent link: https://www.econbiz.de/10012258549