3off2: A network reconstruction algorithm based on 2-point and 3-point information statistics

Author:

Affeldt Séverine,Verny Louis,Isambert Hervé

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Structural Biology

Reference50 articles.

1. Cooper GF, Herskovits E: A bayesian method for the induction of probabilistic networks from data. Mach Learn. 1992, 9 (4): 309-47.

2. Heckerman D, Geiger D, Chickering DM: Learning Bayesian Networks: The Combination of Knowledge and Statistical Data. Mach Learn. 1995, 20 (3): 197-243.

3. Spirtes P, Glymour C, Scheines R: Causation, Prediction, and Search. 2000, MIT press, Cambridge, MA

4. Pearl J. Causality: Models, Reasoning and Inference, 2nd edn: Cambridge University Press; 2009.

5. Chickering DM: Learning equivalence classes of bayesian-network structures. J Mach Learn Res. 2002, 2: 445-98.

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