Bayesian Decision Analysis pdf epub mobi txt 电子书下载 2024

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Jim Q. Smith

Cambridge University Press

2010-9-23

348

GBP 45.99

Hardcover

9780521764544

图书标签: 统计学英文原版統計學概率论數學数学

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发表于2024-11-27

Bayesian Decision Analysis epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Bayesian Decision Analysis pdf epub mobi txt 电子书下载 2024

图书描述

Bayesian decision analysis supports principled decision making in complex domains. This textbook takes the reader from a formal analysis of simple decision problems to a careful analysis of the sometimes very complex and data rich structures confronted by practitioners. The book contains basic material on subjective probability theory and multi-attribute utility theory, event and decision trees, Bayesian networks, influence diagrams and causal Bayesian networks. The author demonstrates when and how the theory can be successfully applied to a given decision problem, how data can be sampled and expert judgements elicited to support this analysis, and when and how an effective Bayesian decision analysis can be implemented. Evolving from a third-year undergraduate course taught by the author over many years, all of the material in this book will be accessible to a student who has completed introductory courses in probability and mathematical statistics.

Bayesian Decision Analysis 下载 mobi epub pdf txt 电子书