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: | 0.41 |
| Depends: | KernSmooth |
| Published: | 2014-09-22 |
| Author: | Chris Pardy |
| Maintainer: | Chris Pardy <cooliomcdude at gmail.com> |
| License: | GPL-3 |
| URL: | http://r-forge.r-project.org/projects/mpmi/ |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | mpmi results |
| Reference manual: | mpmi.pdf |
| Vignettes: |
Introduction to mpmi |
| Package source: | mpmi_0.41.tar.gz |
| Windows binaries: | r-devel: mpmi_0.41.zip, r-release: mpmi_0.41.zip, r-oldrel: mpmi_0.41.zip |
| OS X Snow Leopard binaries: | r-release: mpmi_0.41.tgz, r-oldrel: mpmi_0.41.tgz |
| OS X Mavericks binaries: | r-release: mpmi_0.41.tgz |
| Old sources: | mpmi archive |