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
Previous versions and publish date:
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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns