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Causality, probability, and time

Author: Samantha Kleinberg
Publisher: Cambridge : Cambridge University Press, 2013.
Edition/Format:   Book : EnglishView all editions and formats
Database:WorldCat
Summary:
"This book presents a new approach to causal inference and explanation, addressing both the timing and complexity of relationships. The method's feasibility and success is demonstrated through theoretical and experimental case studies"--
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Details

Document Type: Book
All Authors / Contributors: Samantha Kleinberg
ISBN: 9781107026483 1107026482
OCLC Number: 798059375
Description: vii, 259 pages : illustrations ; 25 cm
Contents: 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.
Responsibility: Samantha Kleinberg, Stevens Institute of Technology, Hoboken, New Jersey.

Abstract:

Presents a new approach to causal inference and explanation, addressing both the timing and complexity of relationships.  Read more...
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"This new book on causality is a wonderful combination surveying past work and moving on to develop useful new concepts such as probabilistic temporal logic to give new definitions and results about Read more...

 
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