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Causality Models, Reasoning, and Inference

by Judea Pearl

  • ISBN: 9780521773621
  • ISBN10: 0521773628

Causality Models, Reasoning, and Inference

by Judea Pearl

  • List Price: $57.00
  • Binding: Hardcover
  • Edition: 2
  • Publisher: Cambridge Univ Pr
  • Publish date: 03/01/2000
  • ISBN: 9780521773621
  • ISBN10: 0521773628
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Description: Written by one of the preeminent scientists in the field, this book provides a comprehensive exposition of modern analysis of causation. It shows how causality has grown from a nebulous concept into a mathematical theory with significant applications in diverse fields. Causality will be of interest to professionals and students in the fields of statistics, artificial intelligence, philosophy, cognitive science, and the health and social sciences; and, more generally, anyone who wishes to elucidate meaningful relationships from data, predict effects of actions and policies, assess explanations of reported events, or form theories of causal understanding and causal speech.
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