ON THE TESTING OF CORRELATED EFFECTS WITH PANEL-DATA

Authors
Citation
M. Arellano, ON THE TESTING OF CORRELATED EFFECTS WITH PANEL-DATA, Journal of econometrics, 59(1-2), 1993, pp. 87-97
Citations number
10
Categorie Soggetti
Social Sciences, Mathematical Methods",Economics,"Mathematical, Methods, Social Sciences
Journal title
ISSN journal
03044076
Volume
59
Issue
1-2
Year of publication
1993
Pages
87 - 97
Database
ISI
SICI code
0304-4076(1993)59:1-2<87:OTTOCE>2.0.ZU;2-I
Abstract
Using orthogonal deviations of the variables, correlated effects biase s are regarded as misspecification biases due to the exclusion of rele vant variables in a standard regression model. Following this approach , Hausman- and Chamberlain-type tests of correlated effects are obtain ed as Wald tests in an extended model estimated by OLS, and robust gen eralisations are suggested. Alternative estimators which introduce res trictions in the regression of the effects on the explanatory variable s are proposed. Finally, the paper extends the results to dynamic mode ls.