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[ subject:"Kausalitèat- Mathematik." ]
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Causality : = models, reasoning, and...
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Pearl, Judea.
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Causality : = models, reasoning, and inference /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Causality :/ Judea Pearl.
其他題名:
models, reasoning, and inference /
作者:
Pearl, Judea.
出版者:
Cambridge ;Cambridge University Press, : 2009.,
面頁冊數:
xix, 464 p :ill. ;26 cm.
內容註:
Introduction to probabilities, graphs, and causal models -- Theory of inferred causation -- Causal diagrams and the identification of causal effects -- Actions, plans, and direct effects -- Causality and structural models in social science and economics -- Simpson's paradox, confounding, and collapsibility -- Logic of structure-based counterfactuals -- Imperfect experiments: bounding effects and counterfactuals -- Probability of causation: interpretation and identification -- The actual cause -- Reflections, elaborations, and discussions with readers -- The art and science of cause and effect.
標題:
Causation. -
ISBN:
9780521895606 (hbk.)
Causality : = models, reasoning, and inference /
Pearl, Judea.
Causality :
models, reasoning, and inference /Judea Pearl. - 2nd ed. - Cambridge ;Cambridge University Press,2009. - xix, 464 p :ill. ;26 cm.
Includes bibliographical references (p. 429-451) and indexes.
Introduction to probabilities, graphs, and causal models -- Theory of inferred causation -- Causal diagrams and the identification of causal effects -- Actions, plans, and direct effects -- Causality and structural models in social science and economics -- Simpson's paradox, confounding, and collapsibility -- Logic of structure-based counterfactuals -- Imperfect experiments: bounding effects and counterfactuals -- Probability of causation: interpretation and identification -- The actual cause -- Reflections, elaborations, and discussions with readers -- The art and science of cause and effect.
ISBN: 9780521895606 (hbk.)Subjects--Topical Terms:
564655
Causation.
LC Class. No.: BD541 / .P43 2009
Dewey Class. No.: 122
Causality : = models, reasoning, and inference /
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