Concepedia

A million variables and more: the Fast Greedy Equivalence Search algorithm for learning high-dimensional graphical causal models, with an application to functional magnetic resonance images

Joseph Ramsey, Madelyn Glymour, Rubén Sánchez-Romero, Clark Glymour

International Journal of Data Science and Analytics · 2016 · 323 citations · 11 references

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11

Sparse inverse covariance estimation with the graphical lasso

Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · Biostatistics · 2007 · 6.6K citations · Full text

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Network modelling methods for FMRI

Stephen M. Smith, Karla L. Miller, Gholamreza Salimi‐Khorshidi et al. · NeuroImage · 2010 · 2K citations

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Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation

Constantin Aliferis, Alexander Statnikov, Ioannis Tsamardinos et al. · 2010 · 490 citations

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Algorithms for Large Scale Markov Blanket Discovery

Ioannis Tsamardinos, Constantin Aliferis, Alexander Statnikov · 2003 · 442 citations

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Probability Theory: The Logic of Science/The Fundamentals of Risk Measurement/The Elements of Statistical Learning: Data Mining, Inference and Prediction

J. Stuart Franklin · The Mathematical Intelligencer · 2005 · 392 citations

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