Other packages > Find by keyword >

glmvsd  

Variable Selection Deviation Measures and Instability Tests for High-Dimensional Generalized Linear Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("glmvsd", "1.5")



Attach the package and use:
library("glmvsd")
Maintained by
Yi Yang
[Scholar Profile | Author Map]
First Published: 2014-10-22
Latest Update: 2022-08-14
Description:
Variable selection deviation (VSD) measures and instability tests for high-dimensional model selection methods such as LASSO, SCAD and MCP, etc., to decide whether the sparse patterns identified by those methods are reliable.
How to cite:
Yi Yang (2014). glmvsd: Variable Selection Deviation Measures and Instability Tests for High-Dimensional Generalized Linear Models. R package version 1.5, https://cran.r-project.org/web/packages/glmvsd. Accessed 06 May. 2025.
Previous versions and publish date:
1.0 (2014-10-22 20:49), 1.1 (2014-11-21 11:53), 1.2 (2015-02-14 00:50), 1.3 (2015-07-25 22:51), 1.4 (2016-01-07 13:55)
Other packages that cited glmvsd R package
View glmvsd citation profile
Other R packages that glmvsd depends, imports, suggests or enhances
Complete documentation for glmvsd
Functions, R codes and Examples using the glmvsd R package
Some associated functions: glmvsd . stability.test . 
Some associated R codes: binomialfit.R . gaussianfit.R . glmvsd.R . logitARM.R . logitIC.R . lsARM.R . lsIC.R . modelfit.R . stability.test.R . tools.R .  Full glmvsd package functions and examples
Downloads during the last 30 days
04/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/04Downloads for glmvsd02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

tashu  
Analysis and Prediction of Bicycle Rental Amount
Provides functions for analyzing citizens' bicycle usage pattern and predicting rental amount on spe ...
Download / Learn more Package Citations See dependency  
tbrf  
Time-Based Rolling Functions
Provides rolling statistical functions based on date and time windows instead of n-lagged observatio ...
Download / Learn more Package Citations See dependency  
rotations  
Working with Rotation Data
Tools for working with rotational data, including simulation from the most commonly used distributi ...
Download / Learn more Package Citations See dependency  
simfam  
Simulate and Model Family Pedigrees with Structured Founders
The focus is on simulating and modeling families with founders drawn from a structured population (f ...
Download / Learn more Package Citations See dependency  
HuraultMisc  
Guillem Hurault Functions' Library
Contains various functions for data analysis, notably helpers and diagnostics for Bayesian modelling ...
Download / Learn more Package Citations See dependency  
netUtils  
A Collection of Tools for Network Analysis
Provides a collection of network analytic (convenience) functions which are missing in other standar ...
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