Samantha Kleinberg

Causality, Probability, and Time

• Broschiertes Buch

Produktbeschreibung

Presents a new approach to causal inference and explanation, addressing both the timing and complexity of relationships.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 268
• Erscheinungstermin: 8. Februar 2018
• Englisch
• Abmessung: 234mm x 156mm x 15mm
• Gewicht: 412g
• ISBN-13: 9781107686014
• ISBN-10: 1107686016
• Artikelnr.: 52399141

Autorenporträt

Samantha Kleinberg is Assistant Professor of Computer Science at Stevens Institute of Technology. She received a Ph.D. in Computer Science and a B.A. in Computer Science and Physics from New York University.

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.