Exponential Families in Theory and Practice

Name: Exponential Families in Theory and Practice
Author: California) Bradley (Stanford University Efron

California) Bradley (Stanford University Efron

Cambridge University Press

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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.

Výběr knih vydavatele Cambridge University Press