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DESCRIPTION
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Package: coMethDMR
Title: Accurate identification of co-methylated and differentially methylated
regions in epigenome-wide association studies
Version: 0.0.0.9001
Authors@R: c(
person("Lissette", "Gomez", email = "lxg255@miami.edu", role = c("aut", "cre")),
person("Gabriel", "Odom", email = "gabriel.odom@med.miami.edu", role = c("aut")),
person("Lily", "Wang", email = "lily.wang@med.miami.edu", role = c("aut")))
Description: coMethDMR identifies genomic regions associated with continuous
phenotypes by optimally leverages covariations among CpGs within predefined
genomic regions. Instead of testing all CpGs within a genomic region,
coMethDMR carries out an additional step that selects co-methylated
sub-regions first without using any outcome information. Next, coMethDMR tests
association between methylation within the sub-region and continuous phenotype
using a random coefficient mixed effects model, which models both variations
between CpG sites within the region and differential methylation simultaneously.
Depends:
R (>= 3.5.0)
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
Imports:
BiocParallel,
bumphunter,
GenomicRanges,
IRanges,
lmerTest,
stats,
utils
Suggests:
knitr,
testthat,
IlluminaHumanMethylation450kanno.ilmn12.hg19,
IlluminaHumanMethylationEPICanno.ilm10b2.hg19
biocViews:
DNAMethylation,
Epigenetics,
MethylationArray,
DifferentialMethylation,
GenomeWideAssociation
VignetteBuilder: knitr