Causality models, reasoning, and inference / Judea Pearl.

By:

Pearl, Judea [Author]

Material type: Text

text

Media type:

computer

Carrier type:

online resource

ISBN:

9781139649360

Subject(s):

Genre/Form:

Electronic Books.

LOC classification:

BD541 .C387 2000

Online resources:

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Available additional physical forms:

Contents:

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 -- Actual cause.

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Holdings
Item type	Current library	Collection	Call number	URL	Status	Date due	Barcode
Online Book (LOGIN USING YOUR MY CIU LOGIN AND PASSWORD)	G. Allen Fleece Library ONLINE	Non-fiction	BD541 (Browse shelf(Opens below))	Link to resource	Available		ocn834142635

Includes bibliographies and index.

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 -- Actual cause.

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