Exponential families in theory and practice
Auteur :
Efron, Bradley
Éditeur :
Cambridge University Press
ISBN :
9781108715669
Date de publication :
15 déc. 2022
Dimensions :
22,9 x 15,2 x 1,5 cm
Poids :
390 g
Format :
Trade paperback (US)
Langue :
Anglais
Pays d'origine :
Grande Bretagne
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.