Influence of Statistical Estimators of Mutual Information and Data Heterogeneity on the Inference of Gene Regulatory Networks

Open Access

Peer-reviewed

Research Article

Ricardo de Matos Simoes,

Affiliation Computational Biology and Machine Learning Lab, Center for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, Belfast, United Kingdom
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Frank Emmert-Streib

* E-mail: v@bio-complexity.com

Affiliation Computational Biology and Machine Learning Lab, Center for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, Belfast, United Kingdom
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Probability distribution
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Network analysis
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Gene expression
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Gene regulatory networks
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Genetic networks
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Algorithms
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Random variables
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Entropy
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