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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.
Package details |
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Author | Chris Pardy |
Maintainer | Chris Pardy <cooliomcdude@gmail.com> |
License | GPL-3 |
Version | 0.43.2.1 |
URL | https://r-forge.r-project.org/projects/mpmi/ |
Package repository | View on CRAN |
Installation |
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