Other packages > Find by keyword >

grpCox  

Penalized Cox Model for High-Dimensional Data with Grouped Predictors
View on CRAN: Click here


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

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

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



Attach the package and use:
library("grpCox")
Maintained by
Xuan Dang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-06-03
Latest Update: 2023-12-11
Description:
Fit the penalized Cox models with both non-overlapping and overlapping grouped penalties including the group lasso, group smoothly clipped absolute deviation, and group minimax concave penalty. The algorithms combine the MM approach and group-wise descent with some computational tricks including the screening, active set, and warm-start. Different tuning regularization parameter methods are provided.
How to cite:
Xuan Dang (2020). grpCox: Penalized Cox Model for High-Dimensional Data with Grouped Predictors. R package version 1.0.2, https://cran.r-project.org/web/packages/grpCox. Accessed 18 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:46), 1.0.1 (2020-09-16 11:00), 1.0 (2020-06-03 18:00)
Other packages that cited grpCox R package
View grpCox citation profile
Other R packages that grpCox depends, imports, suggests or enhances
Complete documentation for grpCox
Functions, R codes and Examples using the grpCox R package
Some associated functions: cv.grpCox . cv.grpCoxOverlap . grpCox-package . grpCox . grpCoxOverlap . plot.Coef . plot.gCoef . plot.llCV . 
Some associated R codes: RcppExports.R . grpCox.R . grpCoxOverlap.R . grpCoxPrep.R .  Full grpCox package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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