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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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