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Cressie and Read's directed divergence is a useful criterion in multinomial inferential procedures. In this paper, we obtained the directed divergence estimate of a multinomial parameter that is smaller than or larger than a given distribution in the uniform stochastic ordering. Asymptotic distributions of test statistics for and against the uniform stochastic ordering are also derived.
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