MethylIT implements methylation analysis based on signal detection theory and machinelearning. Methylation process is a stochastic process, particularly, a biochemicalbiophysical process which must not be reduced to statistic. MethylIT includes the information on the statistical biophysics of the methylation process with the estimation of the probability distribution of the noise (plus signal), which is expressed in terms of information divergences.
Package details 


Bioconductor views  Alignment Bayesian Biophysics DNAMethylation DifferentialExpression DifferentialMethylation Epigenetics MathematicalBiology Sequencing Software 
Maintainer  
License  file LICENSE 
Version  0.3.2.2 
URL  https://github.com/genomaths/MethylIT 
Package repository  View on GitHub 
Installation 
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