Class of Tests Based on Subsample Quantiles for Two-sample Scale Problem

Shindhe, Shashank D. and Bhat, Sharada V. and Pandit, Parameshwar V. (2021) Class of Tests Based on Subsample Quantiles for Two-sample Scale Problem. Asian Journal of Probability and Statistics, 12 (1). pp. 20-33. ISSN 2582-0230

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Abstract

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.

Item Type: Article
Subjects: GO for STM > Mathematical Science
Depositing User: Unnamed user with email support@goforstm.com
Date Deposited: 27 Jan 2023 07:25
Last Modified: 29 Aug 2023 04:21
URI: http://archive.article4submit.com/id/eprint/50

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