Bayesian Networks and Influence Diagrams
1
Introduction
1.1
Aim
1.2
Motivation
2
Decision Analysis
2.1
Analytics
2.1.1
Descriptive Analytics
2.1.2
Predictive Analytics
3
Getting Started with …
3.1
What is BN?
3.2
Running Example: “Is the Family Out?”
4
Influence Diagrams
4.1
Umbrella Problem
4.1.1
Finding the optimal policy
4.2
Incorporating Weather Forecast
4.2.1
Finding the optimal policy
4.3
Oil-Wildcatter Problem:
4.3.1
Defining the extended network in HydeNet
4.3.2
Finding the optimal policy
4.4
Extended Oil-Wildcatter Problem:
4.4.1
Defining the extended network in HydeNet
4.4.2
Finding the optimal policy
References
Appendices
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Copyright © Can Aytöre
Decision Analysis - Bayesian Networks
Appendices
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