Causality : models, reasoning, and inference; Judea Pearl; 2009
Begagnad
-17%
Causality : models, reasoning, and inference; Judea Pearl; 2009
Begagnad
-17%

Causality : models, reasoning, and inferenceUpplaga 2

av Judea Pearl

  • Upplaga: 2a upplagan
  • Utgiven: 2009
  • ISBN: 9780521895606
  • Sidor: 484 st
  • Förlag: Cambridge University Press
  • Format: Inbunden
  • Språk: Engelska

Om boken

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.

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Mer om Causality : models, reasoning, and inference (2009)

2009 släpptes boken Causality : models, reasoning, and inference skriven av Judea Pearl. Det är den 2a upplagan av kursboken. Den är skriven på engelska och består av 484 sidor. Förlaget bakom boken är Cambridge University Press.

Köp boken Causality : models, reasoning, and inference på Studentapan och spara uppåt 17% jämfört med lägsta nypris hos bokhandeln.

Tillhör kategorierna

Referera till Causality : models, reasoning, and inference (Upplaga 2)

Harvard

Pearl, J. (2009). Causality : models, reasoning, and inference. 2:a uppl. Cambridge University Press.

Oxford

Pearl, Judea, Causality : models, reasoning, and inference, 2 uppl. (Cambridge University Press, 2009).

APA

Pearl, J. (2009). Causality : models, reasoning, and inference (2:a uppl.). Cambridge University Press.

Vancouver

Pearl J. Causality : models, reasoning, and inference. 2:a uppl. Cambridge University Press; 2009.