Probabilistic Modeling of Single-cell Methylation Heterogeneity


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Documentation for package ‘vmrseq’ version 1.0.1

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cell_1 cell_1
cell_2 cell_2
cell_3 cell_3
HDF5NAdrop2matrix Coerce a NA-dropped HDF5 matrix back to regular matrix form where NAs are not dropped to 0.
poolData Pool single-cell file together into an HDF5-based SummarizedExperiment object with sparse matrix representation.
regionSummary Compute regional methylation information for individual cells.
toy.gr toy.gr
toy.results toy.results
tpEstimate Estimate transition probilities conditioning on CpG-CpG distance
tpPlot Plot transition probability distribution
vmrseqFit Construct candidate regions and detect variably methylated regions.
vmrseqOptimControl Auxiliary function as user interface for vmrseq optimization.
vmrseqSmooth Smoothing on single-cell bisulfite sequencing data for the purpose of constructing candidate regions.