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Multivariate exponential families = ...

Bedbur, Stefan.

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Multivariate exponential families = a concise guide to statistical inference /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Multivariate exponential families/ by Stefan Bedbur, Udo Kamps.
其他題名:	a concise guide to statistical inference /
作者:	Bedbur, Stefan.
其他作者:	Kamps, Udo.
出版者:	Cham :Springer International Publishing : : 2021.,
面頁冊數:	x, 142 p. :ill., digital ;24 cm.
內容註:	Introduction -- Parametrizations and Basic Properties -- Distributional and Statistical Properties -- Parameter Estimation -- Hypotheses Testing -- Exemplary Multivariate Applications.
Contained By:	Springer Nature eBook
標題:	Exponential families (Statistics) -
電子資源:	https://doi.org/10.1007/978-3-030-81900-2
ISBN:	9783030819002

Multivariate exponential families = a concise guide to statistical inference /
Bedbur, Stefan.

Multivariate exponential familiesa concise guide to statistical inference /[electronic resource] :by Stefan Bedbur, Udo Kamps. - Cham :Springer International Publishing :2021. - x, 142 p. :ill., digital ;24 cm. - SpringerBriefs in statistics,2191-5458. - SpringerBriefs in statistics..

Introduction -- Parametrizations and Basic Properties -- Distributional and Statistical Properties -- Parameter Estimation -- Hypotheses Testing -- Exemplary Multivariate Applications.

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 multiparameter exponential families along with a variety of detailed examples. The material is widely self-contained and written in a mathematical setting. It may serve both as a concise, mathematically rigorous course on exponential families in a systematic structure and as an introduction to Mathematical Statistics restricted to the use of exponential families.

ISBN: 9783030819002

Standard No.: 10.1007/978-3-030-81900-2doiSubjects--Topical Terms:

648329
Exponential families (Statistics)

LC Class. No.: QA276.7 / .B43 2021

Dewey Class. No.: 519.5

Multivariate exponential families = a concise guide to statistical inference /
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