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Computation, causation, and discovery
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Computation, causation, and discovery

Author: Clark N Glymour; Gregory Floyd Cooper
Publisher: Menlo Park, Calif. : AAAI Press ; Cambridge, Mass. : MIT Press, ©1999.
Edition/Format:   Book : eBook : EnglishView all editions and formats
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Additional Physical Format: Online version:
Computation, causation, and discovery.
Menlo Park, Calif. : AAAI Press ; Cambridge, Mass. : MIT Press, c1999
(OCoLC)625208415
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Clark N Glymour; Gregory Floyd Cooper
ISBN: 0262571242 9780262571241
OCLC Number: 39379820
Description: xv, 552 p. : ill. ; 23 cm.
Contents: Preface / Clark Glymour --
An Overview of the Representation and Discovery of Causal Relationships Using Bayesian Networks / Gregory F. Cooper --
Causation, Representation and Prediction --
Prediction and Experimental Design with Graphical Causal Models / Peter Spirtes, Clark Glymour, Richard Scheines, Christopher Meek, Stephen Fienberg, Elizabeth Slate --
Graphs, Structural Models, and Causality / Judea Pearl --
Search --
A Bayesian Approach to Causal Discovery / David Heckerman, Christopher Meek, Gregory F. Cooper --
Truth is Among the Best Explanations: Finding Causal Explanations of Conditional Independence and Dependence / Richard Scheines, Clark Glymour, Peter Spirtes, Christopher Meek, Thomas Richardson --
An Algorithm for Causal Inference in the Presence of Latent Variables and Selection Bias / Peter Spirtes, Christopher Meek, Thomas Richardson --
Automated Discovery of Linear Feedback Models / Thomas Richardson, Peter Spirtes --
Controversy Over Search --
On the Impossibility of Inferring Causation from Association Without Background Knowledge / James M. Robins, Larry Wasserman --
On the Possibility of Inferring Causation from Association Without Background Knowledge / Clark Glymour, Peter Spirtes, Thomas Richardson --
Rejoinder to Glymour, Spirtes, and Richardson / James M. Robins, Larry Wasserman --
Response to Rejoinder / Clark Glymour, Peter Spirtes, Thomas Richardson --
Estimating Causal Effects.
Other Titles: Computation, causation & discovery
Responsibility: edited by Clark Glymour and Gregory F. Cooper.

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