Xm. He et G. Wang, LAW OF THE ITERATED LOGARITHM AND INVARIANCE-PRINCIPLE FOR M-ESTIMATORS, Proceedings of the American Mathematical Society, 123(2), 1995, pp. 563-573
We prove the law of the iterated logarithm for a general class of M-es
timators which covers in particular robust M-estimators and S-estimato
rs of multivariate location-scatter. We also obtain an almost sure inv
ariance principle (Bahadur-type representation) for these estimators.