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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 fixed effects, and provides an extension of Hsiao et al. (2002) that allows for a multifactor error structure. This is an important extension since it retains the advantages of...
Persistent link: https://www.econbiz.de/10010398630
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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 fixed effects, and provides an extension of Hsiao et al. (2002) that allows for a multifactor error structure. This is an important extension since it retains the advantages of...
Persistent link: https://www.econbiz.de/10010358963
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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 - CESifo - 2014
This paper proposes the transformed maximum likelihood estimator for short dynamic panel data models with interactive fixed effects, and provides an extension of Hsiao et al. (2002) that allows for a multifactor error structure. This is an important extension since it retains the advantages of...
Persistent link: https://www.econbiz.de/10010779414
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To Pool or not to Pool: Revisited
Pesaran, M. Hashem; Zhou, Qiankun - 2015
This paper provides a new comparative analysis of pooled least squares and fixed effects estimators of the slope coefficients in the case of panel data models when the time dimension (T) is fixed while the cross section dimension (N) is allowed to increase without bounds. The individual effects...
Persistent link: https://www.econbiz.de/10011307081
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Quasi Maximum Likelihood Estimation of Spatial Models with Heterogeneous Coefficients
Aquaro, Michele; Bailey, Natalia; Pesaran, M. Hashem - 2015
This paper considers spatial autoregressive panel data models and extends their analysis to the case where the spatial coefficients differ across the spatial units. It derives conditions under which the spatial coefficients are identified and develops a quasi maximum likelihood (QML) estimation...
Persistent link: https://www.econbiz.de/10011307088
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Is there a Debt-Threshold Effect on Output Growth?
Chudik, Alexander; Mohaddes, Kamiar; Pesaran, M. Hashem; … - 2015
This paper studies the long-run impact of public debt expansion on economic growth and investigates whether the debt-growth … for a universally applicable threshold effect in the relationship between public debt and economic growth, once we account … negative long-run effects of public debt build-up on output growth. Provided that public debt is on a downward trajectory, a …
Persistent link: https://www.econbiz.de/10011307102
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Quasi maximum likelihood estimation of spatial models with heterogeneous coefficients
Aquaro, Michele; Bailey, Natalia; Pesaran, M. Hashem - 2015
This paper considers spatial autoregressive panel data models and extends their analysis to the case where the spatial coefficients differ across the spatial units. It derives conditions under which the spatial coefficients are identified and develops a quasi maximum likelihood (QML) estimation...
Persistent link: https://www.econbiz.de/10011380980
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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
This paper investigates the long-run effects of public debt and inflation on economic growth. Our contribution is both … over the 1965-2010 period, we find significant negative long-run effects of public debt and inflation on growth. Our … negative effects on economic growth in the long run. But if the increase is temporary, then there are no long-run growth …
Persistent link: https://www.econbiz.de/10010328717
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A Two Stage Approach to Spatiotemporal Analysis with Strong and Weak Cross-Sectional Dependence
Bailey, Natalia; Holly, Sean; Pesaran, M. Hashem - 2014
An understanding of the spatial dimension of economic and social activity requires methods that can separate out the relationship between spatial units that is due to the effect of common factors from that which is purely spatial even in an abstract sense. The same applies to the empirical...
Persistent link: https://www.econbiz.de/10010333386
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Econometric Analysis of Production Networks with Dominant Units
Pesaran, M. Hashem; Yang, Cynthia Fan - 2016
This paper builds on the work of Acemoglu et al. (2012) and considers a production network with unobserved common technological factor and establishes general conditions under which the network structure contributes to aggregate fluctuations. It introduces the notions of strongly and weakly...
Persistent link: https://www.econbiz.de/10011555583