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DESCRIPTION
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DESCRIPTION
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Package: RIVER
Title: R package for RIVER (RNA-Informed Variant Effect on Regulation)
Description: An implementation of a probabilistic modeling framework that jointly
analyzes personal genome and transcriptome data to estimate the probability that
a variant has regulatory impact in that individual. It is based on a generative
model that assumes that genomic annotations, such as the location of a variant
with respect to regulatory elements, determine the prior probability that variant
is a functional regulatory variant, which is an unobserved variable. The functional
regulatory variant status then influences whether nearby genes are likely to
display outlier levels of gene expression in that person. See the RIVER website
for more information, documentation and examples.
Version: 0.99.9
Authors@R: c(person("Yungil", "Kim", role = c("aut", "cre"), email = "[email protected]"),
person("Damani", "Farhan", role = "ctb", email = "[email protected]"),
person("Alexis", "Battle", role = "aut", email = "[email protected]"))
Author: Yungil Kim [aut, cre], Alexis Battle [aut]
Maintainer: Yungil Kim <[email protected]>
URL: https://github.com/ipw012/RIVER
BugReports: https://github.com/ipw012/RIVER/issues
Depends: R (>= 3.4)
biocViews: GeneExpression, GeneticVariability, SNP, Transcription, FunctionalPrediction,
GeneRegulation, GenomicVariation, BiomedicalInformatics, FunctionalGenomics,
Genetics, SystemsBiology, Transcriptomics, Bayesian, Clustering,
TranscriptomeVariant, Regression
Imports: glmnet, pROC, ggplot2, graphics, stats, Biobase, methods, utils
License: GPL (>= 2)
RoxygenNote: 6.0.1
LazyData: true
VignetteBuilder: knitr
Suggests: BiocStyle, knitr, rmarkdown, testthat, devtools