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The Resource Elements of causal inference : foundations and learning algorithms, Jonas Peters, Dominik Janzing, and Bernhard Schölkopf

Elements of causal inference : foundations and learning algorithms, Jonas Peters, Dominik Janzing, and Bernhard Schölkopf

Label
Elements of causal inference : foundations and learning algorithms
Title
Elements of causal inference
Title remainder
foundations and learning algorithms
Statement of responsibility
Jonas Peters, Dominik Janzing, and Bernhard Schölkopf
Creator
Contributor
Author
Subject
Language
eng
Summary
"The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data"--
Member of
Assigning source
Provided by Publisher
Cataloging source
DLC
http://library.link/vocab/creatorDate
1984-
http://library.link/vocab/creatorName
Peters, Jonas
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Janzing, Dominik
  • Schölkopf, Bernhard
Series statement
Adaptive Computation and Machine Learning
http://library.link/vocab/subjectName
  • Machine learning
  • Logic, Symbolic and mathematical
  • Causation
  • Inference
  • Computer algorithms
Label
Elements of causal inference : foundations and learning algorithms, Jonas Peters, Dominik Janzing, and Bernhard Schölkopf
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
ocn982651238
Dimensions
24 cm.
Extent
xiv, 265 pages
Isbn
9780262037310
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
System control number
(OCoLC)982651238
Label
Elements of causal inference : foundations and learning algorithms, Jonas Peters, Dominik Janzing, and Bernhard Schölkopf
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
ocn982651238
Dimensions
24 cm.
Extent
xiv, 265 pages
Isbn
9780262037310
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
System control number
(OCoLC)982651238

Library Locations

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