Justifying Information-Geometric Causal Inference

DOI10.1007/978-3-319-21852-6_18zbMath1337.62190arXiv1402.2499OpenAlexW2304588021MaRDI QIDQ2805731

Bernhard Schölkopf, Naji Shajarisales, Bastian Steudel, Dominik Janzing

Publication date: 13 May 2016

Published in: Measures of Complexity (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1402.2499

Mathematics Subject Classification ID

Linear inference, regression (62J99) Statistical aspects of information-theoretic topics (62B10)

Uses Software

• TETRAD

Cites Work

• Unnamed Item
• Information-geometric approach to inferring causal directions
• Causation, prediction, and search
• Causal Inference Using the Algorithmic Markov Condition
• Estimation of Dependences Based on Empirical Data

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