Risk assessment and decision analysis with Bayesian networks Norman Fenton, Martin Neil
Material type:
TextPublication details: Boca Raton : Chapman & Hall/CRC, c2019.Edition: 2nd edDescription: xxi, 637 p. : ill. ; 26 cmISBN: - 9781138035119
- 519.542 FE RI
| Item type | Current library | Call number | Status | Notes | Date due | Barcode | |
|---|---|---|---|---|---|---|---|
| REGULAR | University of Wollongong in Dubai Main Collection | 519.542 FE RI (Browse shelf(Opens below)) | Available | Feb2020 | T0063833 |
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| 519.536 LO RE Regression models for categorical dependent variables using Stata / | 519.536 LO RE Regression models for categorical dependent variables using Stata / | 519.538 FR FO Foundations of statistics / | 519.542 FE RI Risk assessment and decision analysis with Bayesian networks | 519.542 NE LE Learning Bayesian networks / | 519.55 BR TI Time series : | 519.55 CO IN Introductory time series with R |
Since the first edition of this book published, Bayesian networks have become even more important for applications in a vast array of fields. This second edition includes new material on influence diagrams, learning from data, value of information, cybersecurity, debunking bad statistics, and much more. Focusing on practical real-world problem-solving and model building, as opposed to algorithms and theory, it explains how to incorporate knowledge with data to develop and use (Bayesian) causal models of risk that provide more powerful insights and better decision making than is possible from purely data-driven solutions.
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