Moderate deviations for M-estimators in linear models with .-mixing errors

In this paper, the moderate deviations for the M-estimators of regression parameter in a linear model are obtained when the errors form a strictly stationary .-mixing sequence. The results are applied to study many different types of M-estimators such as Huber.s estimator, L p-regression estimator, least squares estimator and least absolute deviation estimator.