Other packages > Find by keyword >

Coxmos  

Cox MultiBlock Survival
View on CRAN: Click here


Download and install Coxmos package within the R console
Install from CRAN:
install.packages("Coxmos")

Install from Github:
library("remotes")
install_github("cran/Coxmos")

Install by package version:
library("remotes")
install_version("Coxmos", "1.0.2")



Attach the package and use:
library("Coxmos")
Maintained by
Pedro Salguero García
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-03-12
Latest Update: 2024-03-12
Description:
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) , Noah Simon et al. (2011) , Philippe Bastien et al. (2005) , Philippe Bastien (2008) , Philippe Bastien et al. (2014) , Kassu Mehari Beyene and Anouar El Ghouch (2020) , Florian Rohart et al. (2017) .
How to cite:
Pedro Salguero García (2024). Coxmos: Cox MultiBlock Survival. R package version 1.0.2, https://cran.r-project.org/web/packages/Coxmos. Accessed 23 Nov. 2024.
Previous versions and publish date:
1.0.0 (2024-03-12 21:00), 1.0.1 (2024-03-22 18:10)
Other packages that cited Coxmos R package
View Coxmos citation profile
Other R packages that Coxmos depends, imports, suggests or enhances
Complete documentation for Coxmos
Functions, R codes and Examples using the Coxmos R package
Full Coxmos package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

RH2  
DBI/RJDBC Interface to H2 Database
DBI/RJDBC interface to h2 database. h2 version 1.3.175 is included. ...
Download / Learn more Package Citations See dependency  
Simile  
Interact with Simile Models
Allows a Simile model saved as a compiled binary to be loaded, parameterized, executed and interroga ...
Download / Learn more Package Citations See dependency  
abcADM  
Fit Accumulated Damage Models and Estimate Reliability using ABC
Estimate parameters of accumulated damage load duration models based on failure time data under a Ba ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
highlight  
Syntax Highlighter
Syntax highlighter for R code based on the results of the R parser. Rendering in HTML and latex mar ...
Download / Learn more Package Citations See dependency  
triplot  
Explaining Correlated Features in Machine Learning Models
Tools for exploring effects of correlated features in predictive models. The predict_triplot() func ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA