Methyl-IT implements methylation analysis based on signal detection theory and machine-learning. Methylation process is a stochastic process, particularly, a biochemical-biophysical process which must not be reduced to statistic. Methyl-IT 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.
|Bioconductor views||Alignment Bayesian Biophysics DNAMethylation DifferentialExpression DifferentialMethylation Epigenetics MathematicalBiology Sequencing Software|
|Package repository||View on GitHub|
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