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Asymptotic properties of Rao's test for testing hypotheses in discrete parameter stochastic processes - MaRDI portal

Asymptotic properties of Rao's test for testing hypotheses in discrete parameter stochastic processes (Q1116250)

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scientific article; zbMATH DE number 4088778
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Asymptotic properties of Rao's test for testing hypotheses in discrete parameter stochastic processes
scientific article; zbMATH DE number 4088778

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    Asymptotic properties of Rao's test for testing hypotheses in discrete parameter stochastic processes (English)
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    1987
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    The paper deals with hypothesis testing in discrete time stochastic processes. Test statistics based on score functions, similar to \textit{C. R. Rao}'s score statistic [Proc. Cambridge Philos. Soc. 44, 50-57 (1948; Zbl 0034.075)] in the i.i.d. case are proposed. Asymptotic optimum properties are derived, using Le Cam's concept of contiguity of probability measures for the so-called ergodic case [e.g. \textit{I. V. Basawa} and \textit{D. J. Scott}, Asymptotic inference for non-ergodic models. (1983; Zbl 0519.62039)]. Assumptions are related to conditions in the works of Basawa resp. Rao, but no comparisons are made.
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    dependent observations
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    asymptotically unbiased most powerful tests
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    UMP tests
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    discrete time stochastic processes
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    score functions
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    i.i.d. case
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    contiguity of probability measures
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    ergodic case
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