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
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.