Bayesian Networks and Influence Diagrams

A Guide to Construction and Analysis

Authors:

ISBN: 978-0-387-74100-0 (Print) 978-0-387-74101-7 (Online)

Table of contents (11 chapters)

  1. Front Matter

    Pages I-XVII

  2. Fundamentals

    1. No Access

      Book Chapter

      Pages 3-15

      Introduction

    2. No Access

      Book Chapter

      Pages 17-36

      Networks

    3. No Access

      Book Chapter

      Pages 37-62

      Probabilities

    4. No Access

      Book Chapter

      Pages 63-106

      Probabilistic Networks

    5. No Access

      Book Chapter

      Pages 107-139

      Solving Probabilistic Networks

  3. Model Construction

    1. No Access

      Book Chapter

      Pages 143-176

      Eliciting the Model

    2. No Access

      Book Chapter

      Pages 177-226

      Modeling Techniques

    3. No Access

      Book Chapter

      Pages 227-257

      Data-Driven Modeling

  4. Model Analysis

    1. No Access

      Book Chapter

      Pages 261-271

      Conflict Analysis

    2. No Access

      Book Chapter

      Pages 273-290

      Sensitivity Analysis

    3. No Access

      Book Chapter

      Pages 291-303

      Value of Information Analysis

  5. Back Matter

    Pages 305-319