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Teoriya Veroyatnostei i ee Primeneniya, 1995, Volume 40, Issue 1, Pages 54–67
(Mi tvp3290)
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This article is cited in 8 scientific papers (total in 8 papers)
Asymptotic minimaxity of tests of the Kolmogorov and omega-square types
M. S. Ermakov Institute of Problems of Mechanical Engineering, Russian Academy of Sciences
Abstract:
The asymptotic minimaxity of tests of the Kolmogorov and omega-square types is proved under natural nonparametric sets of alternatives. The tests are compared using a new asymptotic bound for the probabilities of moderate large deviations for the type I and type II errors. Our proof relies heavily on qualitatively new theorems about the probabilities of moderate large deviations of empirical measures.
Keywords:
nonparametric hypotheses testing, asymptotic efficiency, asymptotic minimaxity, large deviations, Kolmogorov's test, omega-square test.
Received: 28.11.1988 Revised: 12.05.1994
Citation:
M. S. Ermakov, “Asymptotic minimaxity of tests of the Kolmogorov and omega-square types”, Teor. Veroyatnost. i Primenen., 40:1 (1995), 54–67; Theory Probab. Appl., 40:1 (1995), 41–51
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https://www.mathnet.ru/eng/tvp3290 https://www.mathnet.ru/eng/tvp/v40/i1/p54
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