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Random quotients and robust estimation
Authors:Wei-Yin Loh
Institution:University of Wisconsin , Madison
Abstract:This paper compares the tail-heaviness of certain random quotients in terms of the asymptotic relative efficiences of the sample median to a large class of estimators containing the mean, trimmed mean and Huber's M-estimator. The random quotients are generalizations of the "Normalllndependent" distributions and include the Student's t, contaminated normal, double exponential and slash distributions.
Keywords:Asymptotic relative efficiency  random quotient  robust estimation  taiUordering  Tukey model
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