Package: PanCanVarSel 0.0.4

PanCanVarSel: Pan-Cancer Variable Selection

Provides function for performing Bayesian survival regression using Horseshoe prior in the accelerated failure time model with log normal assumption in order to achieve high dimensional pan-cancer variable selection as developed in Maity et. al. (2019) <doi:10.1111/biom.13132>.

Authors:Arnab Maity [aut, cre], Antik Chakraborty [aut], Anirban Bhattacharya [aut], Bani K. Mallick [aut], Veerabhadran Baladandayuthapani [aut]

PanCanVarSel_0.0.4.tar.gz
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PanCanVarSel.pdf |PanCanVarSel.html✨
PanCanVarSel/json (API)

# Install 'PanCanVarSel' in R:
install.packages('PanCanVarSel', repos = c('https://maitya02.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/maitya02/pancanvarsel/issues

On CRAN:

Conda:

2.70 score 117 downloads 4 exports 20 dependencies

Last updated 6 years agofrom:7a53dc16f9. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKApr 03 2025
R-4.5-winNOTEApr 03 2025
R-4.5-macNOTEApr 03 2025
R-4.5-linuxNOTEApr 03 2025
R-4.4-winNOTEApr 03 2025
R-4.4-macNOTEApr 03 2025
R-4.4-linuxNOTEApr 03 2025
R-4.3-winNOTEApr 03 2025
R-4.3-macNOTEApr 03 2025

Exports:hsafthsaftallcorrhsaftcovariatecorrhsaftgroupcorr

Dependencies:cliexpmfansigenericsgluelatticelifecyclemagrittrMASSMatrixmsmmvtnormpillarpkgconfigrlangsmoothmestsurvivaltibbleutf8vctrs