Bayesian networks for probabilistic inference and decision analysis in forensic science
object-oriented Bayesian networks and their extension to decision models.*Features implementation of the methodology with reference to commercial and academically available software.*Presents standard networks and their extensions that can be easily implemented and that can assist in the reader'...
| Main Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Chichester, West Sussex
Wiley
2014
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| Edition: | Second edition |
| Series: | Statistics in practice
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| Subjects: | |
| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
Table of Contents:
- Includes bibliographical references and index
- Foreword
- Preface to the second edition
- Preface to the first edition
- 1 The logic of decision
- 2 The logic of Bayesian networks and influence diagrams
- 3 Evaluation of scientific findings in forensic science
- 4 Evaluation given source level propositions
- 5 Evaluation given activity level propositions
- 6 Evaluation given crime level propositions
- 7 Evaluation of DNA profiling results
- 8 Aspects of combining evidence
- 9 Networks for continuous models
- 10 Pre-assessment
- 11 Bayesian decision networks
- 12 Object-oriented networks
- 13 Qualitative, sensitivity and conflict analyses