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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 242.0 kB | win-64/r-mpmi-0.43.2.1-r43hb0f4521_1.conda  9 months and 6 days ago 257 main
conda 242.4 kB | win-64/r-mpmi-0.43.2.1-r44hb0f4521_1.conda  9 months and 6 days ago 278 main
conda 240.5 kB | osx-64/r-mpmi-0.43.2.1-r44hf086b82_1.conda  9 months and 6 days ago 251 main
conda 239.7 kB | osx-64/r-mpmi-0.43.2.1-r43hf086b82_1.conda  9 months and 6 days ago 218 main
conda 241.6 kB | linux-64/r-mpmi-0.43.2.1-r44hc4980d5_1.conda  9 months and 6 days ago 1037 main
conda 241.0 kB | linux-64/r-mpmi-0.43.2.1-r43hc4980d5_1.conda  9 months and 6 days ago 1042 main
conda 239.4 kB | osx-64/r-mpmi-0.43.2.1-r42ha385a5f_0.conda  1 year and 9 months ago 215 main
conda 239.1 kB | osx-64/r-mpmi-0.43.2.1-r43ha385a5f_0.conda  1 year and 9 months ago 255 main
conda 240.7 kB | linux-64/r-mpmi-0.43.2.1-r43h61816a4_0.conda  1 year and 9 months ago 1519 main
conda 241.1 kB | linux-64/r-mpmi-0.43.2.1-r42h61816a4_0.conda  1 year and 9 months ago 1492 main

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