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Elements of causal inference: foundations and learning algorithms

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Bibliographic Details
Main Authors:	Peters, Jonas 1984- (Author), Janzing, Dominik 1966- (Author), Schölkopf, Bernhard 1968- (Author)
Format:	Book
Language:	English
Published:	Cambridge, Massachusetts ; London, England The MIT Press [2017]
Series:	Adaptive computation and machine learning
Subjects:	Machine learning Logic, Symbolic and mathematical Causation Inference Computer algorithms Kausalität Maschinelles Lernen
Links:	https://mitpress.mit.edu/books/elements-causal-inference
Item Description:	Includes bibliographical references and index
Physical Description:	xiv, 265 Seiten Illustrationen, Diagramme
ISBN:	9780262037310

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series2	Adaptive computation and machine learning
spellingShingle	Peters, Jonas 1984- Janzing, Dominik 1966- Schölkopf, Bernhard 1968- Elements of causal inference foundations and learning algorithms Machine learning Logic, Symbolic and mathematical Causation Inference Computer algorithms Kausalität (DE-588)4030102-3 gnd Maschinelles Lernen (DE-588)4193754-5 gnd
subject_GND	(DE-588)4030102-3 (DE-588)4193754-5
title	Elements of causal inference foundations and learning algorithms
title_auth	Elements of causal inference foundations and learning algorithms
title_exact_search	Elements of causal inference foundations and learning algorithms
title_full	Elements of causal inference foundations and learning algorithms Jonas Peters, Dominik Janzing, and Bernhard Schölkopf
title_fullStr	Elements of causal inference foundations and learning algorithms Jonas Peters, Dominik Janzing, and Bernhard Schölkopf
title_full_unstemmed	Elements of causal inference foundations and learning algorithms Jonas Peters, Dominik Janzing, and Bernhard Schölkopf
title_short	Elements of causal inference
title_sort	elements of causal inference foundations and learning algorithms
title_sub	foundations and learning algorithms
topic	Machine learning Logic, Symbolic and mathematical Causation Inference Computer algorithms Kausalität (DE-588)4030102-3 gnd Maschinelles Lernen (DE-588)4193754-5 gnd
topic_facet	Machine learning Logic, Symbolic and mathematical Causation Inference Computer algorithms Kausalität Maschinelles Lernen
url	https://mitpress.mit.edu/books/elements-causal-inference
work_keys_str_mv	AT petersjonas elementsofcausalinferencefoundationsandlearningalgorithms AT janzingdominik elementsofcausalinferencefoundationsandlearningalgorithms AT scholkopfbernhard elementsofcausalinferencefoundationsandlearningalgorithms

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Call Number:	0102 DAT 708f 2018 A 3371 Floor plan
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