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Elements of causal inference : foundations and learning algorithms
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Elements of causal inference : foundations and learning algorithms

by Jonas Peters, Dominik Janzing, Bernhard Scholkopf

An introduction to causal models and methods for learning them from data in the context of machine learning. The text covers intervention distributions and causal inference in bivariate and multivariate cases, supplemented by exercises and code examples.

Accession 28997 ISBN 9780262037310 Publisher MIT Press
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