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Multivariate Exponential Families: A Concise Guide to Statistical Inference
Engelsk Paperback
Multivariate Exponential Families: A Concise Guide to Statistical Inference
Engelsk Paperback

573 kr
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Om denne bog

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.


Product detaljer
Sprog:
Engelsk
Sider:
142
ISBN-13:
9783030818999
Indbinding:
Paperback
Udgave:
ISBN-10:
3030818993
Udg. Dato:
8 okt 2021
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
8 okt 2021
Forfatter(e):
Kategori sammenhænge