Small sample bias properties of the system GMM estimator in dynamic panel data models

Economics Letters Volume 95 Issue 1 Page 32-38 published_at 2007
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Title ( eng )
Small sample bias properties of the system GMM estimator in dynamic panel data models
Creator
Source Title
Economics Letters
Volume 95
Issue 1
Start Page 32
End Page 38
Abstract
By deriving the finite sample biases, this paper shows analytically why the system GMM estimator in dynamic panel data models is less biased than the first differencing or the level estimators even though the former uses more instruments.
Keywords
dynamic panel data model
GMM estimator; finite sample bias
NDC
Economics [ 330 ]
Language
eng
Resource Type journal article
Publisher
Elsevier B.V.
Date of Issued 2007
Rights
Copyright (c) 2006 Elsevier B.V.
Publish Type Author’s Original
Access Rights open access
Source Identifier
[ISSN] 0165-1765
[DOI] 10.1016/j.econlet.2006.09.011
[NCID] AA00174222
[DOI] http://dx.doi.org/10.1016/j.econlet.2006.09.011 isVersionOf