mpmi
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Software:29612
swMATH17759CRANmpmiMaRDI QIDQ29612
Mixed-Pair Mutual Information Estimators
Last update: 5 July 2023
Copyright license: GNU General Public License, version 3.0
Software version identifier: 0.43.2, 0.03, 0.4, 0.41, 0.42, 0.43.1, 0.43, 0.43.2.1
Source code repository: https://github.com/cran/mpmi
Uses a kernel smoothing approach to calculate Mutual Information for comparisons between all types of variables including continuous vs continuous, continuous vs discrete and discrete vs discrete. Uses a nonparametric bias correction giving Bias Corrected Mutual Information (BCMI). Implemented efficiently in Fortran 95 with OpenMP and suited to large genomic datasets.
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