Risk assessment and decision analysis with Bayesian networks
There Is More to Assessing Risk Than StatisticsIntroductionPredicting Economic Growth: The Normal Distribution and Its LimitationsPatterns and Randomness: From School League Tables to Siegfried and RoyDubious Relationships: Why You Should Be Very Wary of Correlations andTheir Significance ValuesSpur...
| Otros Autores: | , |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Boca Raton, FL :
CRC Press
[2013]
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| Edición: | 1st edition |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009629147206719 |
Tabla de Contenidos:
- Front Cover; Contents; Foreword; Preface; Acknowledgments; Authors; Chapter 1 - There Is More to Assessing Risk Than Statistics; Chapter 2 - The Need for Causal, Explanatory Models in Risk Assessment; Chapter 3 - Measuring Uncertainty: The Inevitability of Subjectivity; Chapter 4 - The Basics of Probability; Chapter 5 - Bayes' Theorem and Conditional Probability; Chapter 6 - From Bayes' Theorem to Bayesian Networks; Chapter 7 - Defining the Structure of Bayesian Networks; Chapter 8 - Building and Eliciting Node Probability Tables
- Chapter 9 - Numeric Variables and Continuous Distribution FunctionsChapter 10 - Hypothesis Testing and Confidence Intervals; Chapter 11 - Modeling Operational Risk; Chapter 12 - Systems Reliability Modeling; Chapter 13 - Bayes and the Law; Appendix A: The Basics of Counting; Appendix B: The Algebra of Node Probability Tables; Appendix C: Junction Tree Algorithm; Appendix D: Dynamic Discretization; Appendix E: Statistical Distributions; Back Cover
