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Melissa

Bioc current

Bayesian clustering and imputationa of single cell methylomes

v1.28.0 · software · GPL-3 | file LICENSE
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Release Lineage

Entered 3.9 · May 3, 2019

Current · Requires R 4.6

1.0 In 15 of 49 releases 3.23

Description

Melissa is a Baysian probabilistic model for jointly clustering and imputing single cell methylomes. This is done by taking into account local correlations via a Generalised Linear Model approach and global similarities using a mixture modelling approach.

Code

Code metrics have not been computed for this package yet.

Topics

Software › ResearchField › Immunology › ImmunoOncology
Software › AssayDomain › DNAMethylation
Software › AssayDomain › GeneExpression
Software › BiologicalQuestion › GeneRegulation
Software › ResearchField › Epigenetics
Software › ResearchField › Genetics
Software › StatisticalMethod › Clustering
Software › StatisticalMethod › FeatureExtraction
Software › StatisticalMethod › Regression
Software › Technology › Sequencing › RNASeq
Software › StatisticalMethod › Bayesian
Software › WorkflowStep › Pathways › KEGG
Software › Technology › Sequencing
Software › BiologicalQuestion › Coverage
Software › Technology › SingleCell

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