Causality, probability, and time
Causality is a key part of many fields and facets of life, from finding the relationship between diet and disease to discovering the reason for a particular stock market crash. Despite centuries of work in philosophy and decades of computational research, automated inference and explanation remains...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2013
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| Schlagworte: | |
| Online-Zugang: | DE-12 DE-92 DE-188 URL des Erstveröffentlichers |
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Inhaltsangabe:
- 1. Introduction
- 2. A brief history of causality
- 3. Probability, logic and probabilistic temporal logic
- 4. Defining causality
- 5. Inferring causality
- 6. Token causality
- 7. Case studies
- 8. Conclusion
- Appendix A.A little bit of statistics
- Appendix B. Proofs