Elements of causal inference : foundations and learning algorithms
Resource Information
The work Elements of causal inference : foundations and learning algorithms represents a distinct intellectual or artistic creation found in European University Institute. This resource is a combination of several types including: Work, Language Material, Books.
The Resource
Elements of causal inference : foundations and learning algorithms
Resource Information
The work Elements of causal inference : foundations and learning algorithms represents a distinct intellectual or artistic creation found in European University Institute. This resource is a combination of several types including: Work, Language Material, Books.
- Label
- Elements of causal inference : foundations and learning algorithms
- Title remainder
- foundations and learning algorithms
- Statement of responsibility
- Jonas Peters, Dominik Janzing, and Bernhard Schölkopf
- 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"--
- Assigning source
- Provided by Publisher
- Cataloging source
- DLC
- Illustrations
- illustrations
- Index
- index present
- Literary form
- non fiction
- Nature of contents
- bibliography
- Series statement
- Adaptive Computation and Machine Learning
Context
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.eui.eu/resource/8qTMLcdv7Js/" typeof="CreativeWork http://bibfra.me/vocab/lite/Work"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.eui.eu/resource/8qTMLcdv7Js/">Elements of causal inference : foundations and learning algorithms</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.eui.eu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.eui.eu/">European University Institute</a></span></span></span></span></div>