It is shown under appropriate conditions that Rousseeuw's minimum volume estimator and other S-estimators of multivariate location and dispersion parameters are consistent. Under certain differentiability conditions the estimates are asymptotically normally distributed with a norming factor of n1/2.
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P. L. Davies (1987) studied this question.
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