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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 


Author  Chris Pardy 
Date of publication  20161120 16:40:03 
Maintainer  Chris Pardy <cooliomcdude@gmail.com> 
License  GPL3 
Version  0.42 
URL  http://rforge.rproject.org/projects/mpmi/ 
Package repository  View on CRAN 
Installation 
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