01805nam a2200217 4500 20250402143323.0 250402b |||||||| |||| 00| 0 eng d 9780521895606 Textual RTL RTL X:(B28) P9 RTL Pearl, Judea 751745 Causality: models, reasoning, and inference 2nd New York Cambridge University Press 2009 xix, 465p. Includes bibliography and index Written by one of the preeminent researchers 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 the fields of statistics, artificial intelligence, economics, philosophy, cognitive science, and the health and social sciences. Judea Pearl presents and unifies the probabilistic, manipulative, counterfactual, and structural approaches to causation and devises simple mathematical tools for studying the relationships between causal connections and statistical associations. Cited in more than 2,100 scientific publications, it continues to liberate scientists from the traditional molds of statistical thinking. In this revised edition, Judea Pearl elucidates thorny issues, answers readers' questions, and offers a panoramic view of recent advances in this field of research. Causality will be of interest to students and professionals in a wide variety of fields. Dr Judea Pearl has received the 2011 Rumelhart Prize for his leading research in Artificial Intelligence (AI) and systems from The Cognitive Science Society. Causation Probabilities CC 0 TB X:(B28) P9 1308394 1308394 0 0 CC 0 0 RTL RTL 2025-04-02 1 X:(B28) P9 RT1528334 2026-03-03 09:43:57 2026-02-09 2025-04-02 TB