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This paper proposes several variants of disparity-based inference (Ann. Statist. 22 (1994) 1081-1114). We introduce these modifications and explain the motivation behind them. Several of these estimators and tests have attractive efficiency and robustness properties. An extensive numerical and graphical investigation is presented to substantiate the theory developed and demonstrate the small sample...
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