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", "0.99.1")



Attach the package and use:
library("VSOLassoBag")
Maintained by
Chaoye Wang
[Scholar Profile | Author Map]
First Published: 2022-11-25
Latest Update: 2023-03-24
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 0.99.1, https://cran.r-project.org/web/packages/VSOLassoBag. Accessed 08 May. 2025.
Previous versions and publish date:
0.99.0 (2022-11-25 13:50)
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
04/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/06Downloads for VSOLassoBag024681012141618202224TrendBars

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  
gms  
'GAMS' Modularization Support Package
A collection of tools to create, use and maintain modularized model code written in the modeling la ...
Download / Learn more Package Citations See dependency  
trajr  
Animal Trajectory Analysis
A toolbox to assist with statistical analysis of animal trajectories. It provides simple access to a ...
Download / Learn more Package Citations See dependency  
MXM  
Feature Selection (Including Multiple Solutions) and Bayesian Networks
Many feature selection methods for a wide range of response variables, including minimal, statistica ...
Download / Learn more Package Citations See dependency  
gaussDiff  
Difference measures for multivariate Gaussian probability density functions
A collection difference measures for multivariate Gaussian probability density functions, such as t ...
Download / Learn more Package Citations See dependency  
MultiATSM  
Multicountry Term Structure of Interest Rates Models
Estimation routines for several classes of affine term structure of interest rates models. All the m ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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