Bayesian Decision Analysis 2024 pdf epub mobi 电子书

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发表于2024-12-26

Bayesian Decision Analysis 2024 pdf epub mobi 电子书

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出版者:Cambridge University Press

作者:Jim Q. Smith

出品人:

页数:348

译者:

出版时间:2010-9-23

价格:GBP 45.99

装帧:Hardcover

isbn号码:9780521764544

丛书系列:

图书标签: 统计学英文原版統計學概率论數學数学

Bayesian Decision Analysis 2024 pdf epub mobi 电子书图书描述

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 2024 pdf epub mobi 电子书

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