TESTING LINEAR RESTRICTIONS ON COEFFICIENTS IN A LINEAR-REGRESSION MODEL WITH PROXY VARIABLES AND SPHERICALLY SYMMETRICAL DISTURBANCES

Authors
Citation
K. Ohtani et J. Giles, TESTING LINEAR RESTRICTIONS ON COEFFICIENTS IN A LINEAR-REGRESSION MODEL WITH PROXY VARIABLES AND SPHERICALLY SYMMETRICAL DISTURBANCES, Journal of econometrics, 57(1-3), 1993, pp. 393-406
Citations number
41
Categorie Soggetti
Social Sciences, Mathematical Methods",Economics,"Mathematical, Methods, Social Sciences
Journal title
ISSN journal
03044076
Volume
57
Issue
1-3
Year of publication
1993
Pages
393 - 406
Database
ISI
SICI code
0304-4076(1993)57:1-3<393:TLROCI>2.0.ZU;2-G
Abstract
in this paper we consider the power function of the classical F test f or linear restrictions on the coefficients in a linear regression mode l with spherically symmetric disturbances when proxies are used in the place of unobservable regressors. To illustrate the results we numeri cally evaluate the power function for two families of variance-mixing distributions in a simple univariate regression model. Our results sho w the effects on the power function of the degree of nonnormality and of the correlation between the omitted and the proxy variable.