Description Usage Arguments Details Value Author(s) References Examples
Evaluates the mutual information of two aligned numeric vectors
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x |
A numeric vector |
y |
A numeric vector |
bin |
An integer specifying the bin number |
so |
An integer specifying spline order |
normalize |
A logical indicating whether you want a normalized mutual information |
negateMI |
A logical indicating whether you want a signed mutual information |
Evaluates the mututal information using B-spline functions.
The mutual information of x
and y
Wei-Yi Cheng
Carsten O Daub, Ralf Steuer, Joachim Selbig and Sebastian Kloska, Estimating mutual information using B-spline functions - an improved similarity measure for analysing gene expression data. BMC Bioinformatics 2004, 5:118.
Wei-Yi Cheng, Tai-Hsien Ou Yang and Dimitris Anastassiou, Biomolecular events in cancer revealed by attractor metagenes, PLoS Computational Biology, Vol. 9, Issue 2, February 2013.
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