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Nonparametric Statistics-Robust estimates and related procedures Recall the so-called Hodges-Lehmann location estimator HIn = median Xi+ Xil 2 where X1, . .., Xn is a

Nonparametric Statistics-Robust estimates and related procedures

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Recall the so-called Hodges-Lehmann location estimator HIn = median Xi+ Xil 2 where X1, . .., Xn is a random sample from F which has a density f symmetric about an unknown point 0. Let X = Zi=1 X,. (a). Assume f is Laplace; that is, the density f satisfies f (x) = de-x-01/2, -00

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