EAN: 9789811326158

Bilder-Quelle: discount24.de - Sport-Freizeit

This book presents recent non-asymptotic results for approximations in multivariate statistical analysis. The book is unique in its focus on results with the correct error structure for all the parameters involved. Firstly it discusses the computable error bounds on correlation coefficients MANOVA tests and discriminant functions studied in recent papers. It then introduces new areas of research in high-dimensional approximations for bootstrap procedures Cornish¿Fisher expansions power-divergence statistics and approximations of statistics based on observations with random sample size. Lastly it proposes a general approach for the construction of non-asymptotic bounds providing relevant examples for several complicated statistics. It is a valuable resource for researchers with a basic understanding of multivariate statistics.

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31.03.2025 um 22:24 Uhr

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