Class of Tests Based on Subsample Quantiles for Two-sample Scale Problem
Shashank D. Shindhe, Sharada V. Bhat, Parameshwar V. Pandit
Asian Journal of Probability and Statistics · pp. 20–33 · Published 11 Apr 2021
10.9734/ajpas/2021/v12i130276Abstract
A class of distribution-free tests based on U-statistics with its kernel being function of subsample quantiles is proposed for a two-sample scale problem. The proposed class of tests is a general class of tests that includes numerous members which explore information from the tails of the distributions and tests resistant to outliers. This class of tests includes many existing classes of tests as its subclasses. The distribution of the proposed class of tests is derived and its relevance is discussed. One of its members, which is resistant to outliers in -sample is investigated in detail.
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