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This book presents new and original research in Statistical Information Theory, based on minimum divergence estimators and test statistics, from a theoretical and applied point of view, for different statistical problems with special emphasis on efficiency and robustness. Divergence statistics, based on maximum likelihood estimators, as well as Wald’s statistics, likelihood ratio statistics and Rao’s score statistics, share several optimum asymptotic properties, but are highly non-robust in cases of model misspecification under the presence of outlying observations. It is well-known that a small deviation from the underlying assumptions on the model can have drastic effect on the performance of these classical tests. Specifically, this book presents a robust version of the classical Wald statistical test, for testing simple and composite null hypotheses for general parametric models, based on minimum divergence estimators.

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https://oswaalbooks.com/collections/olympiad-books

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Debate among politicians and academics alike vacillates as to whether the euro is the crowning achievement of a half-century of European integration efforts, or now constitutes a force that threatens to drive European Union member states apart. This book introduces both the political and economic forces at play in the eurozone crisis that have shaped this debate and changed the face of European integration.This book is made open access as part of the Knowledge Unlatched KU Select 2019: HSS Backlist Books

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