Other packages > Find by keyword >

RAEN  

Random Approximate Elastic Net (RAEN) Variable Selection Method
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RAEN", "0.2")



Attach the package and use:
library("RAEN")
Maintained by
Han Sun
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-01-18
Latest Update: 2023-01-25
Description:
The Proportional Subdistribution Hazard PSH model has been popular for estimating the effects of the covariates on the cause of interest in Competing Risks analysis. The fast accumulation of large scale datasets has posed a challenge to classical statistical methods. Current penalized variable selection methods show unsatisfactory performance in ultra-high dimensional data. We propose a novel method the Random Approximate Elastic Net RAEN with a robust and generalized solution to the variable selection problem for the PSH model. Our method shows improved sensitivity for variable selection compared with current methods.
How to cite:
Han Sun (2021). RAEN: Random Approximate Elastic Net (RAEN) Variable Selection Method. R package version 0.2, https://cran.r-project.org/web/packages/RAEN. Accessed 21 Dec. 2024.
Previous versions and publish date:
0.1 (2021-01-18 17:50), 0.2 (2021-02-21 07:00)
Other packages that cited RAEN R package
View RAEN citation profile
Other R packages that RAEN depends, imports, suggests or enhances
Functions, R codes and Examples using the RAEN R package
Full RAEN 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

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  
condGEE  
Parameter Estimation in Conditional GEE for Recurrent Event Gap Times
Solves for the mean parameters, the variance parameter, and their asymptotic variance in a condition ...
Download / Learn more Package Citations See dependency  
helda  
Preprocess Data and Get Better Insights from Machine Learning Models
The main focus is on preprocessing and data visualization of machine learning models performances.So ...
Download / Learn more Package Citations See dependency  
CIFsmry  
Weighted summary of cumulative incidence functions
Estimate of cumulative incidence function in two samples. Provide weighted summary statistics based ...
Download / Learn more Package Citations See dependency  
batteryreduction  
An R Package for Data Reduction by Battery Reduction
Battery reduction is a method used in data reduction. It uses Gram-Schmidt orthogonal rotations to f ...
Download / Learn more Package Citations See dependency  
SEIRfansy  
Extended Susceptible-Exposed-Infected-Recovery Model
Extended Susceptible-Exposed-Infected-Recovery Model for handling high false negative rate and symp ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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