Causality, Probability, and Time (Hardcover)
 
作者: Samantha Kleinberg 
分類: Philosophy: epistemology & theory of knowledge  
書城編號: 1094581


售價: $1652.00

購買後立即進貨, 約需 18-25 天

 
 
出版社: Cambridge University Press
出版日期: 2012/11/12
尺寸: 243x162x19mm
重量: 498 grams
ISBN: 9781107026483

商品簡介
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, explanation, and intervention. However, given the growing availability of large observational datasets including those from electronic health records and social networks, it is a practical necessity. This book presents a new approach to inference (finding relationships from a set of data) and explanation (assessing why a particular event occurred), addressing both the timing and complexity of relationships. The practical use of the method developed is illustrated through theoretical and experimental case studies, demonstrating its feasibility and success.
Samantha Kleinberg 作者作品表

Time and Causality Across the Sciences (Hardcover)

Causality, Probability, and Time (Paperback)

eBook: Why (DRM EPUB)

Why: A Guide to Finding and Using Causes (paperback)

eBook: Why: A Guide to Finding and Using Causes (DRM EPUB)

eBook: Why: A Guide to Finding and Using Causes (DRM PDF)

Causality, Probability, and Time (Hardcover)

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