Bücher online kaufen
Exponential Families in Theory and Practice
Langbeschreibung
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.
Inhaltsverzeichnis
1. One-parameter exponential families; 2. Multiparameter exponential families; 3. Generalized linear models; 4. Curved exponential families, eb, missing data, and the em algorithm; 5. Bootstrap confidence intervals; Bibliography; Index.
Bradley Efron is Professor Emeritus of Statistics and Biomedical Data Science at Stanford University. He is the inventor of the bootstrap method for assessing statistical accuracy. He has published extensively on statistical theory and its applications, with particular attention to exponential families. A MacArthur fellow, he is a member of the National Academy of Sciences. He received the National Medal of Science in 2007.
ISBN-13:
9781108715669
Veröffentl:
2022
Erscheinungsdatum:
15.12.2022
Seiten:
262
Autor:
Bradley Efron
Gewicht:
394 g
Format:
227x149x17 mm
Sprache:
Englisch
38,00 €*
Lieferzeit: Besorgungstitel - Lieferbar innerhalb von 10 Werktageni
Alle Preise inkl. MwSt.
| zzgl. Versand