Coxmos

Cox MultiBlock Survival

CRAN Package

This software package provides Cox survival analysis for high-dimensional and multiblock datasets. It encompasses a suite of functions dedicated from the classical Cox regression to newest analysis, including Cox proportional hazards model, Stepwise Cox regression, and Elastic-Net Cox regression, Sparse Partial Least Squares Cox regression (sPLS-COX) incorporating three distinct strategies, and two Multiblock-PLS Cox regression (MB-sPLS-COX) methods. This tool is designed to adeptly handle high-dimensional data, and provides tools for cross-validation, plot generation, and additional resources for interpreting results. While references are available within the corresponding functions, key literature is mentioned below. Terry M Therneau (2024) https://CRAN.R-project.org/package=survival, Noah Simon et al. (2011) doi:10.18637/jss.v039.i05, Philippe Bastien et al. (2005) doi:10.1016/j.csda.2004.02.005, Philippe Bastien (2008) doi:10.1016/j.chemolab.2007.09.009, Philippe Bastien et al. (2014) doi:10.1093/bioinformatics/btu660, Kassu Mehari Beyene and Anouar El Ghouch (2020) doi:10.1002/sim.8671, Florian Rohart et al. (2017) doi:10.1371/journal.pcbi.1005752.

  • Version1.1.1
  • R versionR (≥ 4.1.0)
  • LicenseCC BY 4.0
  • Needs compilation?Yes
  • Last release02/06/2025

Documentation


Team


Insights

Last 30 days

This package has been downloaded 307 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
10 downloadsMar 4, 2025
26 downloadsMar 5, 2025
16 downloadsMar 6, 2025
13 downloadsMar 7, 2025
43 downloadsMar 8, 2025
0 downloadsMar 9, 2025
6 downloadsMar 10, 2025
8 downloadsMar 11, 2025
21 downloadsMar 12, 2025
21 downloadsMar 13, 2025
4 downloadsMar 14, 2025
17 downloadsMar 15, 2025
2 downloadsMar 16, 2025
12 downloadsMar 17, 2025
3 downloadsMar 18, 2025
7 downloadsMar 19, 2025
13 downloadsMar 20, 2025
6 downloadsMar 21, 2025
8 downloadsMar 22, 2025
8 downloadsMar 23, 2025
11 downloadsMar 24, 2025
1 downloadsMar 25, 2025
5 downloadsMar 26, 2025
7 downloadsMar 27, 2025
15 downloadsMar 28, 2025
0 downloadsMar 29, 2025
5 downloadsMar 30, 2025
3 downloadsMar 31, 2025
11 downloadsApr 1, 2025
5 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
0
43

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,655 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jul 21, 2024 with 74 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports17 packages
  • Suggests9 packages