Other packages > Find by keyword >

plsRcox  

Partial Least Squares Regression for Cox Models and Related Techniques
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("plsRcox", "1.8.0")



Attach the package and use:
library("plsRcox")
Maintained by
Frederic Bertrand
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2011-01-15
Latest Update: 2022-11-29
Description:
Provides Partial least squares Regression and various regular, sparse or kernel, techniques for fitting Cox models in high dimensional settings , Bastien, P., Bertrand, F., Meyer N., Maumy-Bertrand, M. (2015), Deviance residuals-based sparse PLS and sparse kernel PLS regression for censored data, Bioinformatics, 31(3):397-404. Cross validation criteria were studied in , Bertrand, F., Bastien, Ph. and Maumy-Bertrand, M. (2018), Cross validating extensions of kernel, sparse or regular partial least squares regression models to censored data.
How to cite:
Frederic Bertrand (2011). plsRcox: Partial Least Squares Regression for Cox Models and Related Techniques. R package version 1.8.0, https://cran.r-project.org/web/packages/plsRcox. Accessed 07 Mar. 2026.
Previous versions and publish date:
0.2.0 (2011-01-15 17:24), 0.7.0 (2012-03-30 16:40), 0.7.6 (2012-11-12 17:05), 0.9.999 (2014-03-12 07:23), 0.9 (2013-07-02 15:38), 1.0 (2014-06-28 18:54), 1.7.0 (2014-07-19 09:21), 1.7.2 (2014-12-17 16:18), 1.7.3.1 (2018-09-11 11:37), 1.7.3 (2018-06-03 00:10), 1.7.4 (2019-02-03 12:00), 1.7.6 (2021-03-19 06:20), 1.7.7 (2022-11-29 16:10), 1.8.0 (2025-09-14 07:10)
Other packages that cited plsRcox R package
View plsRcox citation profile
Other R packages that plsRcox depends, imports, suggests or enhances
Complete documentation for plsRcox
Functions, R codes and Examples using the plsRcox R package
Some associated functions: DKplsRcox . DR_coxph . Xmicro.censure_compl_imp . coxDKpls2DR . coxDKplsDR . coxDKsplsDR . coxpls . coxpls2 . coxpls2DR . coxpls3 . coxpls3DR . coxplsDR . coxsplsDR . cv.autoplsRcox . cv.coxDKplsDR . cv.coxDKsplsDR . cv.coxpls . cv.coxplsDR . cv.coxsplsDR . cv.larsDR . cv.plsRcox . internal-plsRcox . larsDR_coxph . micro.censure . plsRcox-package . plsRcox . predict.plsRcoxmodel . print.plsRcoxmodel . print.summary.plsRcoxmodel . summary.plsRcoxmodel . 
Some associated R codes: DKplsRcox.R . DKplsRcoxmodel.default.R . DKplsRcoxmodel.formula.R . DR_coxph.R . coxDKpls2DR.R . coxDKpls2DR.default.R . coxDKpls2DR.formula.R . coxDKplsDR.R . coxDKplsDR.default.R . coxDKplsDR.formula.R . coxDKsplsDR.R . coxDKsplsDR.default.R . coxDKsplsDR.formula.R . coxpls.R . coxpls.default.R . coxpls.formula.R . coxpls2.R . coxpls2.default.R . coxpls2.formula.R . coxpls2DR.R . coxpls2DR.default.R . coxpls2DR.formula.R . coxpls3.R . coxpls3.default.R . coxpls3.formula.R . coxpls3DR.R . coxpls3DR.default.R . coxpls3DR.formula.R . coxplsDR.R . coxplsDR.default.R . coxplsDR.formula.R . coxsplsDR.R . coxsplsDR.default.R . coxsplsDR.formula.R . cv.autoplsRcox.R . cv.coxDKplsDR.R . cv.coxDKsplsDR.R . cv.coxpls.R . cv.coxplsDR.R . cv.coxsplsDR.R . cv.larsDR.R . cv.plsRcox.R . datatsets.R . internal-plsRcox.R . larsDR_coxph.R . larsDR_coxph.default.R . larsDR_coxph.formula.R . plsRcox-package.R . plsRcox.R . plsRcoxmodel.default.R . plsRcoxmodel.formula.R . predict.plsRcoxmodel.R . print.plsRcoxmodel.R . print.summary.plsRcoxmodel.R . summary.plsRcoxmodel.R .  Full plsRcox package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

portalr  
Create Useful Summaries of the Portal Data
Download and generate summaries for the rodent, plant, ant, and weather data from the Portal Projec ...
Download / Learn more Package Citations See dependency  
testDriveR  
Teaching Data for Statistics and Data Science
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency  
lmSubsets  
Exact Variable-Subset Selection in Linear Regression
Exact and approximation algorithms for variable-subset selection in ordinary linear regression mode ...
Download / Learn more Package Citations See dependency  
SAMtool  
Stock Assessment Methods Toolkit
Simulation tools for closed-loop simulation are provided for the 'MSEtool' operating model to inform ...
Download / Learn more Package Citations See dependency  
ReviewR  
A Light-Weight, Portable Tool for Reviewing Individual Patient Records
A portable Shiny tool to explore patient-level electronic health record data and perform chart revi ...
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  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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