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Causality : = models, reasoning, and...

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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020 $a 9780521895606 (hbk.)
020 $a 052189560X (hbk.)
020 $z 0521773628
035 $a (OCoLC)460284744 $z (OCoLC)596355983
040 $a TOH $c TOH $d BWK $d CDX $d GBVCP $d GEBAY $d NUI $d OCLCQ $d SINIE $d YDXCP $d ZQP $d ZWU
050 0 0 $a BD541 $b .P43 2009
082 0 4 $a 122
092 $a 122 $b P31c2
100 1 $a Pearl, Judea. $3 1079183
245 1 0 $a Causality : $b models, reasoning, and inference / $c Judea Pearl.
250 $a 2nd ed.
260 $a Cambridge ; $a New York : $c 2009. $b Cambridge University Press,
300 $a xix, 464 p : $b ill. ; $c 26 cm.
504 $a Includes bibliographical references (p. 429-451) and indexes.
505 0 $a 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.
650 0 $a Causation. $3 564655
650 0 $a Probabilities. $3 518889
650 4 $a Kausalitèat $x Mathematik. $3 1079280
650 4 $a Kausalitèat $x Methode $x Wissenschaft $x Kausalitèatswahrnehmung. $3 1079281
650 4 $a Vernunft $x Kausalmodell. $3 1079282