SpringerBriefs in Statistics
cover

Multivariate Exponential Families: A Concise Guide to Statistical Inference

Authors: Bedbur, Stefan, Kamps, Udo

  • Gives a concise introduction to exponential families
  • Includes a variety of detailed examples
  • Provides a rigorous course for graduate students of statistics and mathematics as well as for researchers
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eBook 46,00 €
price for Spain (gross)
  • The eBook version of this title will be available soon
  • Due: November 8, 2021
  • ISBN 978-3-030-81900-2
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Softcover 57,19 €
price for Spain (gross)
  • Due: November 8, 2021
  • ISBN 978-3-030-81899-9
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

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.


About the authors

Stefan Bedbur has a postdoctoral position at the Chair in Statistics, RWTH Aachen University, where he was awarded the honorary title RWTH Lecturer in 2020.
Udo Kamps holds the Chair in Statistics at the Institute of Statistics, RWTH Aachen University, and is an elected member of the International Statistical Institute since 2000.
Their main fields of work are Applied and Mathematical Statistics, Reliability Theory, and Models for Ordered Data.


Buy this book

eBook 46,00 €
price for Spain (gross)
  • The eBook version of this title will be available soon
  • Due: November 8, 2021
  • ISBN 978-3-030-81900-2
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Softcover 57,19 €
price for Spain (gross)
  • Due: November 8, 2021
  • ISBN 978-3-030-81899-9
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Multivariate Exponential Families: A Concise Guide to Statistical Inference
Authors
Series Title
SpringerBriefs in Statistics
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
The Author(s), under exclusive license to Springer Nature Switzerland AG
eBook ISBN
978-3-030-81900-2
DOI
10.1007/978-3-030-81900-2
Softcover ISBN
978-3-030-81899-9
Series ISSN
2191-544X
Edition Number
1
Number of Pages
X, 130
Number of Illustrations
1 b/w illustrations
Topics