Other packages > Find by keyword >

VSOLassoBag  

Variable Selection Oriented LASSO Bagging Algorithm
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("VSOLassoBag", "1.0")



Attach the package and use:
library("VSOLassoBag")
Maintained by
Chaoye Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-11-25
Latest Update: 2025-09-03
Description:
A wrapped LASSO approach by integrating an ensemble learning strategy to help select efficient, stable, and high confidential variables from omics-based data. Using a bagging strategy in combination of a parametric method or inflection point search method for cut-off threshold determination. This package can integrate and vote variables generated from multiple LASSO models to determine the optimal candidates. Luo H, Zhao Q, et al (2020) <doi:10.1126/scitranslmed.aax7533> for more details.
How to cite:
Chaoye Wang (2022). VSOLassoBag: Variable Selection Oriented LASSO Bagging Algorithm. R package version 1.0, https://cran.r-project.org/web/packages/VSOLassoBag. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.99.0 (2022-11-25 13:50), 0.99.1 (2023-03-24 17:40)
Other packages that cited VSOLassoBag R package
View VSOLassoBag citation profile
Other R packages that VSOLassoBag depends, imports, suggests or enhances
Complete documentation for VSOLassoBag
Functions, R codes and Examples using the VSOLassoBag R package
Some associated functions: ExpressionData . LessPermutation . VSOLassoBag . kneedle . simpleEstimation . 
Some associated R codes: LessPermutation.R . PreFilter2.R . elbowDetection.R . gradient_descent.R . lassoBagAddGPD.R . pareto_simple_opt_func.R . simpleEstimation.R . simulated_example-data.R .  Full VSOLassoBag package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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