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.
| Version: | 0.43.2.1 |
| Depends: | R (≥ 3.6.2), KernSmooth |
| Published: | 2023-07-05 |
| DOI: | 10.32614/CRAN.package.mpmi |
| Author: | Chris Pardy |
| Maintainer: | Chris Pardy <cooliomcdude at gmail.com> |
| License: | GPL-3 |
| URL: | https://r-forge.r-project.org/projects/mpmi/ |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| In views: | Omics |
| CRAN checks: | mpmi results |
| Reference manual: | mpmi.html , mpmi.pdf |
| Vignettes: |
Introduction to mpmi (source, R code) |
| Package source: | mpmi_0.43.2.1.tar.gz |
| Windows binaries: | r-devel: mpmi_0.43.2.1.zip, r-release: mpmi_0.43.2.1.zip, r-oldrel: mpmi_0.43.2.1.zip |
| macOS binaries: | r-release (arm64): mpmi_0.43.2.1.tgz, r-oldrel (arm64): mpmi_0.43.2.1.tgz, r-release (x86_64): mpmi_0.43.2.1.tgz, r-oldrel (x86_64): mpmi_0.43.2.1.tgz |
| Old sources: | mpmi archive |
| Reverse imports: | psSubpathway |
| Reverse suggests: | memshare |
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