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Jake Conway
CV
Comp Bio
Stats+ML
Blog
Getting Started
Welcome
Installing Bioconductor
Command line tools (Docker)
Getting the data
Quality Control
Overview
Depth of Sequencing Coverage
Cross Sample Contamination
Tumor-in-normal
Tumor Purity
Somatic Mutation Calling
Overview
MuTect
Strelka
MuTect2
Allelic Copy Number Calling
Overview
FACETS
GATK ACNV
Mutational Signatures
Overview
SomaticSignatures (NMF)
deconstructSigs (NNLS)
SigMa (Likelihood)
scarHRD (Homologous Recombination Deficiency)
MSIsensor (Microsatellite Instability)
Mutational Significance Analysis
Overview
MutSigCV
OncodriveFML
MutPanning
Brown's Method (for combining p-values)
Tumor Phylogenetics
Overview
Calculate Mutation Cancer Cell Fractions (CCFs)
PhylogicNDT
PyClone
Gene Set Analysis
Overview
GSEA
ssGSEA
Pathway Overrepresentation
Differential Expression
Overview
edgeR
DESeq2
Independent Hypothesis Weighting (IHW)
ssGSEA
Coming soon
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