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Stochastic bounds for attained levels
Authors:Robert H. Berk
Affiliation:Rutgers University USA
Abstract:Asymptotic inequalities are obtained for the level attained by any test statistic in a given hypothesis testing problem. The bounds so obtained are themselves random. The inequalities subsume previous results by Bahadur and others about the asymptotic behavior of attained levels. Various remifications of the inequalities are discussed, including a notion of stochastic deficiency.
Keywords:Attained level   Bahadur efficiency   higher-order Bahadur efficiency   P-value   stochastic comparison of tests   stochastic deficiency   third-order Bahadur efficiency
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