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ASYMPTOTIC MINIMAX PROPERTIES OF L-ESTIMATORS OF SCALE
Authors:Eden K.H.  Wu Denis H.Y.  Leung
Affiliation:Dept. Statistics, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong.;Faculty of Medicine, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong.
Abstract:This paper asks whether or not the efficient L-estimator of scale corresponding to the least informative distribution in ε-contamination and Kol-mogorov neighbourhoods of certain distributions possesses the saddlepoint property. This is of interest since the saddlepoint property implies the mini-max property, namely, that the supremum of the relative asymptotic variance of an L-estimator is minimized by the efficient estimator corresponding to that member of the distributional class with minimum Fisher information for scale. Our findings are negative in all cases investigated.
Keywords:L-estimator of scale    minimum Fisher information for scale    relative asymptotic variance    ε-contamination neighbourhood    Kolmogorov neighbourhood
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