R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
miselect
View on CRAN: Click
here
Download and install miselect package within the R console
Install from CRAN:
install.packages("miselect")
Install from Github:
library("remotes")
install_github("cran/miselect") Install by package version:
library("remotes")
install_version("miselect", "0.9.2") Attach the package and use:
library("miselect")
Maintained by
Michael Kleinsasser
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-31
Latest Update: 2024-03-05
Description:
Penalized regression methods, such as lasso and elastic net, are used in
many biomedical applications when simultaneous regression coefficient
estimation and variable selection is desired. However, missing data
complicates the implementation of these methods, particularly when
missingness is handled using multiple imputation. Applying a variable
selection algorithm on each imputed dataset will likely lead
to different sets of selected predictors, making it difficult
to ascertain a final active set without resorting to ad hoc
combination rules. 'miselect' presents Stacked Adaptive Elastic Net (saenet)
and Grouped Adaptive LASSO (galasso) for continuous and binary outcomes,
developed by Du et al (2022) . They,
by construction, force selection of the same variables across multiply
imputed data. 'miselect' also provides cross validated variants of these
methods.
How to cite:
Michael Kleinsasser (2020). miselect: Variable Selection for Multiply Imputed Data. R package version 0.9.2, https://cran.r-project.org/web/packages/miselect. Accessed 13 Jun. 2026.
Previous versions and publish date:
0.9.0 (2020-03-31 12:00)
Other packages that cited miselect R package
View miselect citation profile
Other R packages that miselect depends,
imports, suggests or enhances
Complete documentation for miselect
Functions, R codes and Examples using
the miselect R package
Some associated functions: coef.cv.galasso . coef.cv.saenet . coef.galasso . coef.saenet . cv.galasso . cv.saenet . galasso . miselect.df . print.cv.galasso . print.cv.saenet . saenet .
Some associated R codes: coef.R . cv.galasso.R . cv.saenet.R . data.R . galasso.R . saenet.R . util.R . Full miselect package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
RGAN
An easy way to get started with Generative Adversarial Nets (GAN) in R. The GAN algorithm was initia ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Marcel Neunhoeffer (view profile)
sfinx
The straightforward filtering index (SFINX) identifies true positive
protein interactions in a fast ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kevin Titeca (view profile)
MicroDatosEs
Provides utilities for reading and processing microdata from Spanish official statistics with R. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Carlos J. Gil Bellosta (view profile)
snowfall
Usability wrapper around snow for easier development of parallel R programs. This package offers e.g ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jochen Knaus (view profile)
kim
A collection of functions for analyzing data typically collected
or used by behavioral scientists. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jin Kim (view profile)
27,372
R Packages
233,548
Dependencies
73,054
Author Associations
27,205
Publication Badges
