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Multivariate Exponential Families: A Concise Guide to Statistical Inference

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Multivariate Exponential Families: A Concise Guide to Statistical Inference - Bedbur, Stefan, and Kamps, Udo
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This book provides a concise introduction to exponential families. Parametric families of probability distributions and their properties are extensively studied in the literature on statistical modeling and inference. Exponential families of distributions comprise density functions of a particular form, which enables general assertions and leads to nice features. With a focus on parameter estimation and hypotheses testing, the text introduces the reader to distributional and statistical properties of multivariate and ...

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Multivariate Exponential Families: A Concise Guide to Statistical Inference 2021, Springer Nature Switzerland AG, Cham

ISBN-13: 9783030818999

Paperback