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Package: signeR
Type: Package
Title: Empirical Bayesian approach to mutational signature discovery
Version: 2.11.2
Author: Rafael Rosales, Rodrigo Drummond, Renan Valieris,
Alexandre Defelicibus, Israel Tojal da Silva
Maintainer: Renan Valieris <renan.valieris@accamargo.org.br>
Description: The signeR package provides an empirical Bayesian approach
to mutational signature discovery. It is designed to analyze
single nucleotide variation (SNV) counts in cancer genomes, but
can also be applied to other features as well. Functionalities
to characterize signatures or genome samples according to
exposure patterns are also provided.
License: GPL-3
Imports: BiocGenerics, Biostrings, class, grDevices, GenomeInfoDb,
GenomicRanges, IRanges, nloptr, methods, stats, utils,
PMCMRplus, parallel, pvclust, ppclust, clue, survival, maxstat,
future, VGAM, MASS, kknn, glmnet, e1071,
randomForest, ada, future.apply, ggplot2, pROC, pheatmap,
RColorBrewer, listenv, reshape2, scales, survminer, dplyr,
ggpubr, cowplot, tibble, readr, shiny, shinydashboard,
shinycssloaders, shinyWidgets, bsplus, DT, magrittr, tidyr,
BiocFileCache, proxy, rtracklayer, BSgenome, broom,
VariantAnnotation
Depends: R (>= 4.1.0), NMF
LinkingTo: Rcpp, RcppArmadillo (>= 0.7.100)
SystemRequirements: C++14
URL: https://github.com/TojalLab/signeR
LazyData: true
NeedsCompilation: yes
ByteCompile: TRUE
biocViews: GenomicVariation, SomaticMutation, StatisticalMethod,
Visualization
Suggests: knitr, BSgenome.Hsapiens.UCSC.hg19, BSgenome.Hsapiens.UCSC.hg38, rmarkdown
VignetteBuilder: knitr
RoxygenNote: 7.2.3
Encoding: UTF-8