【战略经济决策，统计理论】 The Manual of Strategic Economic Decision (2016)

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The Manual of Strategic Economic Decision Making
Using Bayesian Belief Networks to Solve Complex Problems

Authors: Jeff Grover



Equips readers with a simplified reference source for all aspects of the discrete form of Bayes’ theorem and its application to BBN

Provides a compact resource for the statistical tools required to build a BBN

Includes an accompanying statistical analysis portal

This book is an extension of the author’s first book and serves as a guide and manual on how to specify and compute 2-, 3-, and 4-Event Bayesian Belief Networks (BBN). It walks the learner through the steps of fitting and solving fifty BBN numerically, using mathematical proof. The author wrote this book primarily for inexperienced learners as well as professionals, while maintaining a proof-based academic rigor.
The author's first book on this topic, a primer introducing learners to the basic complexities and nuances associated with learning Bayes’ theorem and inverse probability for the first time, was meant for non-statisticians unfamiliar with the theorem—as is this book. This new book expands upon that approach and is meant to be a prescriptive guide for building BBN and executive decision-making for students and professionals; intended so that decision-makers can invest their time and start using this inductive reasoning principle in their decision-making processes. It highlights the utility of an algorithm that served as the basis for the first book, and includes fifty 2-, 3-, and 4-event BBN of numerous variants.

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关键词：Strategic Decision Economic Strateg econom Complex

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【战略经济决策，统计理论】 The Manual of Strategic Economic Decision (20

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谢谢分享，好书