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The causal Markov condition (CMC) is a postulate that links observations to causality.
The Direction of Time
H. Reichenbach · 1956
Earlier work this paper cites.
On the complexity of finite sequences
Jacob Ziv and Abraham Lempel · 1976
Earlier work this paper cites.
A universal algorithm for sequential data compression
Jacob Ziv and Abraham Lempel · 1977
Earlier work this paper cites.
Conditional independence in statistical theory
A. P. Dawid · 1979
Earlier work this paper cites.
Submodular functions and convexity
L. Lovász · 1983
Earlier work this paper cites.
Causal networks: Semantics and expressiveness
T. Verma and J. Pearl · 1990
Earlier work this paper cites.
An algorithm for fast recovery of sparse causal graphs
Peter Spirtes and Clark Glymour · 1991
Earlier work this paper cites.
Peter Spirtes, Clark Glymour, and Richard Scheines · 1991
Earlier work this paper cites.
Probabilistic conditional independence structures and matroid theory: Background
František Matúš · 1994
Earlier work this paper cites.
Lattice theory
Garrett Birkhoff · 1995
Cited alongside, same era.
Graphical Models
Steffen L. Lauritzen · 1996
Cited alongside, same era.
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J. Pearl · 2000
Cited alongside, same era.
Inequalities for Shannon entropy and Kolmogorov complexity
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Cited alongside, same era.
Efficient universal lossless data compression algorithms based on a greedy sequential grammar transform – part one: Without context models
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Cited alongside, same era.
Causation, Prediction, and Search, Second Edition (Adaptive Computation and Machine Learning)
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Cited alongside, same era.
Elements of Information Theory
Thomas M. Cover and Joy A. Thomas · 2006
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Interpretation of the Lempel-Ziv Complexity Measure in the Context of Biomedical Signal Analysis
M. Aboy, R. Hornero, D. Abasolo, and D. Alvarez · 2006
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Causal inference using the algorithmic Markov condition
D. Janzing and B. Schölkopf · 2007
Later among the works it cites.
Information theoretic distance measuers in phylogenomics
P. Hanus, J. Dingel, J. Zech, J. Hagenauer, and J. C. Müller · 2007
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A lattice-theoretic interpretation of independence of frames
Fabio Cuzzolin · 2008
Later among the works it cites.
Quantifying neural correlations using Lempel-Ziv complexity
Jean-Luc Blanc, Nicolas Schmidt, Loic Bonnier, Laurent Pezard, and Annick Lesne · 2008
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Rudi Cilibrasi and Paul M. B. Vitányi · 2005
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