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DESCRIPTION
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DESCRIPTION
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Package: Coxmos
Title: Cox MultiBlock Survival
Version: 0.4.0
Authors@R:
person("Pedro", "Salguero Garcia", , "[email protected]", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-1879-3374"))
Maintainer: Pedro Salguero Garcia <[email protected]>
Description: This tool enables Cox survival analysis on high-dimensional and multiblock data. It
offers functions for classical COX analysis (Cox, Stepwise and Elastic-Net), (s)PLS-COX, and
MB.(s)PLS-COX. The software assists in managing high-dimensional datasets, provides cross-validation,
generates plots, and delivers additional tools for result interpretation.
URL: https://github.com/ConesaLab/Coxmos
BugReports: https://github.com/ConesaLab/Coxmos/issues
License: CC BY 4.0
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
biocViews:
Depends:
R (>= 4.1.0),
Imports:
caret,
cowplot,
furrr,
future,
ggrepel,
ggplot2,
ggpubr,
glmnet,
MASS,
mixOmics,
progress,
purrr,
Rdpack,
scattermore,
stats,
survcomp,
survival,
survminer,
svglite,
tidyr,
utils
Suggests:
nsROC,
smoothROCtime,
survivalROC,
risksetROC,
ggforce,
knitr,
RColorConesa,
rmarkdown
RdMacros:
Rdpack
LazyData: true
NeedsCompilation: yes
VignetteBuilder: knitr