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Causality, Probability, and Time
Samantha Kleinberg
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| #2826794 in Books | Cambridge University Press | 2012-11-12 | Original language:English | PDF # 1 | 9.21 x.63 x6.14l,1.10 | File type: PDF | 265 pages | ||7 of 8 people found the following review helpful.| A Temporo-philosophical Primer to Causal Inference with Case Studies|By Adnan Masood, PhD|Causality, Probability and Time by Dr. Samantha Kelinberg is a whirlwind yet original journey of the interdisciplinary study of probabilistic temporal logic and causal inference. Probabilistic causation is a fairly demanding area of study which studies the relationship between cause and ef||"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 the nature of causes. Formal theorems and practical case stud
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 an open problem. In particular, the timing and complexity of relationships has been largely ignored even though this information is critically important for prediction, explan...
You can specify the type of files you want, for your device.Causality, Probability, and Time | Samantha Kleinberg. Just read it with an open mind because none of us really know.
