Exponential Families in Theory and Practice |
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| Author:
| Efron, Bradley |
| Series title: | Institute of Mathematical Statistics Textbooks Ser. |
| ISBN: | 978-1-108-80543-8 |
| Publication Date: | Nov 2022 |
| Publisher: | Cambridge University Press
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| Book Format: | Digital download and online |
| List Price: | Contact Supplier contact
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Book Description:
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This book is aimed at Ph.D. and advanced M.S. students of statistics who need to understand modern statistical theory both in its exponential family structure and its applications, without requiring advanced mathematical preparation. Connections with logistic regression, survival analysis, Bayesian methods, and false discovery rates are emphasized.
This book is aimed at Ph.D. and advanced M.S. students of statistics who need to understand modern statistical theory both in its exponential family structure and its applications, without requiring advanced mathematical preparation. Connections with logistic regression, survival analysis, Bayesian methods, and false discovery rates are emphasized.