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JOURNALS // Vestnik of Saint Petersburg University. Mathematics. Mechanics. Astronomy // Archive

Vestnik of Saint Petersburg University. Mathematics. Mechanics. Astronomy, 2023 Volume 10, Issue 2, Pages 249–258 (Mi vspua240)

MATHEMATICS

On the asymptotic power of a method for testing hypothesis about equality of distributions

V. B. Melas

St Petersburg State University, 7-9, Universitetskaya nab., St Petersburg, 199034, Russian Federation

Abstract: The paper is devoted to studying the asymptotic power of a method for testing hypothesis on equality of two distributions that can be considered as a generalization of Mann - Whitney -Wilcoxon test. We consider a class of distributions such that the expection of the square of an auxiliary function is finite. For the case when alternative distribution differ from the initial one only by a shift the asymptotic distribution and asymptotic power of the test are found explicitly. Up to now the power of the test was studied only by stochastic simulation.

Keywords: testing hypothesis on equality of two distributions, asymptotic power of statististical tests, Normal distribution Cashy distribution.

UDC: 524.19

MSC: 62K05

Received: 12.03.2022
Revised: 12.03.2022
Accepted: 17.11.2022

DOI: 10.21638/spbu01.2023.206


 English version:
Vestnik St. Petersburg University, Mathematics, 2023, 10:2, 249–258


© Steklov Math. Inst. of RAS, 2024