ANOTHER HETEROSKEDASTICITY-CONSISTENT AND AUTOCORRELATION-CONSISTENT COVARIANCE-MATRIX ESTIMATOR

Authors
Citation
Kd. West, ANOTHER HETEROSKEDASTICITY-CONSISTENT AND AUTOCORRELATION-CONSISTENT COVARIANCE-MATRIX ESTIMATOR, Journal of econometrics, 76(1-2), 1997, pp. 171-191
Citations number
19
Categorie Soggetti
Social Sciences, Mathematical Methods",Economics,"Mathematical, Methods, Social Sciences","Mathematics, Miscellaneous
Journal title
ISSN journal
03044076
Volume
76
Issue
1-2
Year of publication
1997
Pages
171 - 191
Database
ISI
SICI code
0304-4076(1997)76:1-2<171:AHAAC>2.0.ZU;2-W
Abstract
A root T-consistent estimator of a heteroskedasticity and autocorrelat ion consistent covariance matrix estimator is proposed and evaluated. The relevant applications are ones in which the regression disturbance follows a moving average process of known order. In a system of I equ ations, this 'MA-l' estimator entails estimation of the moving average coefficients of an I-dimensional vector. Simulations indicate that th e MA-I estimator's finite sample performance is better than that of th e estimators of Andrews and Monahan (1992) and Newey and West (1994) w hen cross-products of instruments and disturbances are sharply negativ ely autocorrelated, comparable or slightly worse otherwise.