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

Grover, Jeff

Softcover

ISBN 10: 331948415X ISBN 13: 9783319484150

Publisher: Springer, 2016

Synopsis

1. Introduction

• 1.1 Bayes' Theorem: An Introduction
• 1.2 Protocol
• 1.3 Data
• 1.4 Statistical Properties of Bayes' Theorem
• 1.5 Base Matrices
• 1.5.1 Event A Node

2. Base Matrices

• 2.1 Event A Node
• 2.1.1 Event A Node-Prior Counts
• 2.1.2 Module A-Prior Probabilities
• 2.2 Event B 
• 2.2.1 Event B Node-Likelihood Counts
• 2.2.2 Module B Node
• 2.2.3 Event B Node-Counts
• 2.2.4 Event B Node-Likelihood Probabilities
• 2.3 Event C Node
• 2.3.1 Event C Node-Counts
• 2.3.2 Event C Node-Likelihood Probabilities
• 2.3.3 Event C Node-Counts
• 2.3.4 Event C Node-Likelihood Probabilities
• 2.3.5 Event C Node-Counts
• 2.3.6 Event C Node-Likelihood Probabilities 
• 2.3.7 Event C Node-Counts
• 2.3.8 Event C Node-Probabilities
• 2.4 Event D Node
• 2.4.1 Event D Node-Counts
• 2.4.2 Event D Node-Likelihood Probabilities
• 2.5 Event D Node-Counts
• 2.5.1 Event D Node-Likelihood Probabilities
• 2.5.2 Event D Node-Counts
• 2.5.3 Event D Node-Likelihood Probabilities
• 2.5.4 Event D Node-Counts
• 2.5.5 Event D Node-Likelihood Probabilities
• 2.5.6 Event D Node-Counts
• 2.5.7 Event D Node-Likelihood Probabilities
• 2.5.8 Event D Node-Counts
• 2.5.9 Event D Node-Likelihood Probabilities
• 2.5.10 Event D Node-Counts
• 2.5.11 Event D Node-Likelihood Probabilities

3. 2-Event 1-Path BBN

• 3.1 [A] [B]
• 3.1.1 2-Event BBN Proof
• 3.1.2 BBN Specification

4.3-Event 2-Path BBNs

• 4.1 [AB|AC]
• 4.1.1 Proof
• 4.1.2 BBN Specification
• 4.2 [AC|BC]
• 4.2.1 Proof 4.2.2 BBN Specification 
• 4.3 [AB|BC]
• 4.3.1 Proof
• 4.3.2 BBN Specification 

5. 3-Event 3-Path BBNs

• 5.1 3-Paths-[AB|AC|BC]
• 5.1.1 Proof
• 5.1.2 BBN Probabilities

Edition details

• Publisher: Springer
• Publication date: 2016
• Language: English
• ISBN 10: 331948415X
• ISBN 13: 9783319484150
• Binding: Paperback
• Number of pages: 290