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DESCRIPTION
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Package: TWASKnockoff
Type: Package
Title: A Knockoff-based Framework for Causal Genes Identifications
Version: 0.1.0
Authors@R: c(
person("Xiangyu", "Zhang", email = "[email protected]", role = c("aut", "cre")),
person("Lijun", "Wang", email = "[email protected]", role = c("aut", "ctb")))
Description:
A new knockoff-based framework designed to identify causal genes for the trait of interest using GWAS summary statistics and gene expression-mapping data. TWASKnockoff extends the knockoff inference to identify disease-causing genes. Unlike the marginal testing performed in traditional TWAS methods, TWASKnockoff examines the conditional independence for each gene-trait pair, considering both correlations in cis-predicted expression across genes and correlations between gene expression levels and genotypes of genetic variants.
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
URL: https://github.com/zxy0912/TWASKnockoff
BugReports: https://github.com/zxy0912/TWASKnockoff/issues
Suggest:
rmarkdown
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
Imports:
glmnet,
ghostbasil,
GhostKnockoff,
susieR,
Matrix
Remotes: szcf-weiya/ghostbasil, [email protected]
Depends:
R (>= 2.10)
Suggests:
knitr,
rmarkdown
VignetteBuilder: knitr