DMRMark-package |
DMR Detection by Non-Homogeneous Hidden Markov Model from Methylation Array Data |
BLCA |
Single paired M-values of BLCA chr18 from TCGA |
boundFinder |
Find a pair of reasonable distances of group means for hyper- and hypomethylation based on the quantile of two-group difference. |
DMRMark |
Gibbs Sampler to estimate model parameters |
DMRViterbi |
Viterbi algorithm to estimate posterior probabilities of DMRs. |
FullSample |
Function implementing Gibbs Sampler with old-version interface |
MakeGSoptions |
Encapsulate prior parameters and Gibbs Sampler (GS) control parameters |
mvScatter |
Visualize the distributions of M-value pairs from differentially methylated CpG sites (DMC) or non-DMCs |
reformData |
Reform M-values into a two-column matrix. |