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Causation, Prediction, and Search - Spirtes, Peter, and Glymour, Clark, and Scheines, Richard
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This monograph adopts two axioms relating causal relationships to probability distributions. On the basis of these axioms, the authors propose a number of computationally efficient search procedures that infer causal relationships from non-experimental sample data and background knowledge.

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Causation, Prediction, and Search 2011, Springer, New York, NY

ISBN-13: 9781461276500

Trade paperback

Causation, Prediction, and Search 2001, Bradford Books, Massachusetts

ISBN-13: 9780262527927

second edition

Trade paperback