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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.

copied from cf-staging / r-mpmi
Type Size Name Uploaded Downloads Labels
conda 239.9 kB | osx-64/r-mpmi-0.43.2-r42ha385a5f_2.conda  2 years and 10 days ago 240 main
conda 239.4 kB | osx-64/r-mpmi-0.43.2-r43ha385a5f_2.conda  2 years and 10 days ago 241 main
conda 240.5 kB | linux-64/r-mpmi-0.43.2-r43h61816a4_2.conda  2 years and 10 days ago 1732 main
conda 240.6 kB | linux-64/r-mpmi-0.43.2-r42h61816a4_2.conda  2 years and 10 days ago 1723 main
conda 250.0 kB | osx-64/r-mpmi-0.43.2-r42h3a83889_1.tar.bz2  2 years and 8 months ago 73 main
conda 250.0 kB | osx-64/r-mpmi-0.43.2-r41h3a83889_1.tar.bz2  2 years and 8 months ago 75 main
conda 251.9 kB | linux-64/r-mpmi-0.43.2-r41h8da6f51_1.tar.bz2  2 years and 8 months ago 2070 main
conda 252.2 kB | linux-64/r-mpmi-0.43.2-r42h8da6f51_1.tar.bz2  2 years and 8 months ago 2046 main
conda 250.2 kB | osx-64/r-mpmi-0.43.2-r41h6cbd93b_0.tar.bz2  3 years and 3 months ago 86 main
conda 249.9 kB | osx-64/r-mpmi-0.43.2-r40h6cbd93b_0.tar.bz2  3 years and 3 months ago 80 main
conda 251.5 kB | linux-64/r-mpmi-0.43.2-r41h8da6f51_0.tar.bz2  3 years and 3 months ago 2373 main
conda 251.0 kB | linux-64/r-mpmi-0.43.2-r40h8da6f51_0.tar.bz2  3 years and 3 months ago 2368 main

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