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DESCRIPTION
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Package: SPONGE
Type: Package
Title: Sparse Partial Correlations On Gene Expression
Version: 1.5.2
Author: Markus List, Azim Dehghani Amirabad, Dennis Kostka, Marcel H. Schulz
Maintainer: Markus List <[email protected]>
Description: This package provides methods to efficiently detect competitive endogeneous RNA interactions between two genes. Such interactions are mediated by one or several miRNAs such that both gene and miRNA expression data for a larger number of samples is needed as input.
License: GPL (>=3)
LazyData: TRUE
RoxygenNote: 6.0.1
Depends:
R (>= 3.4)
Suggests:
testthat,
knitr,
rmarkdown,
visNetwork,
ggplot2,
ggrepel,
gridExtra,
digest,
doParallel,
bigmemory
Imports:
Biobase,
stats,
ppcor,
logging,
foreach,
doRNG,
data.table,
MASS,
expm,
gRbase,
glmnet,
igraph,
iterators,
VignetteBuilder: knitr
biocViews: GeneExpression,
Transcription,
GeneRegulation,
NetworkInference,
Transcriptomics,
SystemsBiology,
Regression