Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis

1. Introduction
Uffe B. Kjærulff, Anders L. Madsen

2. Networks
Uffe B. Kjærulff, Anders L. Madsen

3. Probabilities
Uffe B. Kjærulff, Anders L. Madsen

4. Probabilistic Networks
Uffe B. Kjærulff, Anders L. Madsen

5. Solving Probabilistic Networks
Uffe B. Kjærulff, Anders L. Madsen

6. Eliciting the Model
Uffe B. Kjærulff, Anders L. Madsen

7. Modeling Techniques
Uffe B. Kjærulff, Anders L. Madsen

8. Data-Driven Modeling
Uffe B. Kjærulff, Anders L. Madsen

9. Conflict Analysis
Uffe B. Kjærulff, Anders L. Madsen

10. Sensitivity Analysis
Uffe B. Kjærulff, Anders L. Madsen

11. Value of Information Analysis
Uffe B. Kjærulff, Anders L. Madsen

Keywords: Statistics, Statistics and Computing/Statistics Programs, Probability and Statistics in Computer Science, Data Mining and Knowledge Discovery, Artificial Intelligence (incl. Robotics), Operations Research, Management Science, Probability Theory and Stochastic Processes