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Exponential families in theory and practice
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...
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| Auteur principal : | |
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| Format : | Livre |
| Langue : | anglais |
| Titre complet : | Exponential families in theory and practice / Bradley Efron |
| Publié : |
Cambridge :
Cambridge University Press
, C 2023 |
| Description matérielle : | 1 vol. (xii-250 p.) |
| Collection : | Institute of mathematical statistics textbooks (Print) |
| Titre de l'ensemble : | Institute of Mathematical Statistics Textbooks |
| Sujets : | |
| Documents associés : | Autre format:
Exponential Families in Theory and Practice |
| Résumé : | 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 |
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| Notes : | Titre provenant des métadonnées fournies par l'éditeur |
| Bibliographie : | Bibliogr. p. 239-241. Index |
| ISBN : | 978-1-108-48890-7 978-1-108-71566-9 |