Edition |
2nd ed. / Peter Spirtes, Clark Glymour, and Richard Scheines ; with additional material by David Heckerman [and others]. |
Description |
1 online resource (xxi, 543 pages) : illustrations. |
Series |
Adaptive computation and machine learning |
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Adaptive computation and machine learning.
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Bibliography |
Includes bibliographical references (pages 495-529) and index. |
Note |
Print version record. |
Contents |
1. Introduction and advertisement -- 2. Formal preliminaries -- 3. Causation and prediction : axioms and explications -- 4. Statistical indistinguishability -- 5. Discovery algorithms for causally sufficient structures -- 6. Discovery algorithms without causal sufficiency -- 7. Prediction -- 8. Regression, causation, and prediction -- 9. The design of empirical studies -- 10. The structure of the unobserved -- 11. Elaborating linear theories with unmeasured variables -- 12. Prequels and sequels -- 13. Proofs of theorems. |
Subject |
Mathematical statistics.
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Estadística matemática.
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MATHEMATICS -- Probability & Statistics -- General.
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Mathematical statistics. (OCoLC)fst01012127
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Added Author |
Glymour, Clark N.
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Scheines, Richard.
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Other Form: |
Print version: Spirtes, Peter. Causation, prediction, and search. 2nd ed. Cambridge, Mass. : MIT Press, ©2000 0262194406 (DLC) 00026266 (OCoLC)43555387 |
ISBN |
9780262284158 (electronic bk.) |
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0262284154 (electronic bk.) |
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