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Panel Data Econometrics

Manuel Arellano

Published in print:
2003
Published Online:
July 2005
ISBN:
9780199245284
eISBN:
9780191602481
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/0199245282.001.0001
Subject:
Economics and Finance, Econometrics

This book reviews some of the main topics in panel data econometrics. It analyses econometric models with non-exogenous explanatory variables, and the problem of distinguishing between dynamic ... More


Unobserved Heterogeneity

Manuel Arellano

in Panel Data Econometrics

Published in print:
2003
Published Online:
July 2005
ISBN:
9780199245284
eISBN:
9780191602481
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/0199245282.003.0002
Subject:
Economics and Finance, Econometrics

Unobserved heterogeneity is one instance in where correlation between observables and unobservables may be expected. This has been a pervasive problem in cross-sectional analysis. A major motivation ... More


Error Components

Manuel Arellano

in Panel Data Econometrics

Published in print:
2003
Published Online:
July 2005
ISBN:
9780199245284
eISBN:
9780191602481
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/0199245282.003.0003
Subject:
Economics and Finance, Econometrics

This chapter discusses the use of panel data to separate out permanent from transitory components of variation. It analyses models of variance decomposition and error-components regression, and ... More


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