Bradley Efron

Exponential Families in Theory and Practice (eBook, PDF)

• Format: PDF

Produktbeschreibung

This accessible course on a central player in modern statistical practice connects models with methodology, without need for advanced math.

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Produktdetails

• Verlag: Cambridge University Press
• Erscheinungstermin: 15. Dezember 2022
• Englisch
• ISBN-13: 9781108805438
• Artikelnr.: 70911912

Autorenporträt

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.

Inhaltsangabe

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.