Abstract
Isotonic M-estimation of location parameters in the multivariate simple location model is considered under an orthant restriction on the parameters. The union-intersection principle and theory of M-estimation of location are incorporated in the formulation of some robust preliminary test and the derived estimator is studied under the null hypothesis as well as a sequence of local alternatives.
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