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
flare
View on CRAN: Click
here
Download and install flare package within the R console
Install from CRAN:
install.packages("flare")
Install from Github:
library("remotes")
install_github("cran/flare")
Install by package version:
library("remotes")
install_version("flare", "1.7.0.2")
Attach the package and use:
library("flare")
Maintained by
Xingguo Li
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.flare . flare results . flare.pdf . flare_1.7.0.2.tar.gz . flare_1.7.0.2.zip . flare_1.7.0.2.zip . flare_1.7.0.2.zip . flare_1.7.0.2.tgz . flare_1.7.0.2.tgz . flare_1.7.0.2.tgz . flare_1.7.0.2.tgz . flare_1.7.0.2.tgz . flare_1.7.0.2.tgz . flare archive . https://CRAN.R-project.org/package=flare .
First Published: 2012-11-27
Latest Update: 2022-05-23
Description:
Provide the implementation of a family of Lasso variants including Dantzig Selector, LAD Lasso, SQRT Lasso, Lq Lasso for estimating high dimensional sparse linear model. We adopt the alternating direction method of multipliers and convert the original optimization problem into a sequential L1 penalized least square minimization problem, which can be efficiently solved by linearization algorithm. A multi-stage screening approach is adopted for further acceleration. Besides the sparse linear model estimation, we also provide the extension of these Lasso variants to sparse Gaussian graphical model estimation including TIGER and CLIME using either L1 or adaptive penalty. Missing values can be tolerated for Dantzig selector and CLIME. The computation is memory-optimized using the sparse matrix output. For more information, please refer to .
How to cite:
Xingguo Li (2012). flare: Family of Lasso Regression. R package version 1.7.0.2, https://cran.r-project.org/web/packages/flare. Accessed 11 Apr. 2025.
Previous versions and publish date:
0.9.6 (2012-11-27 18:51), 0.9.7 (2012-11-30 18:38), 0.9.8 (2013-01-27 08:13), 0.9.9 (2013-04-01 15:52), 1.0.0 (2013-08-27 17:02), 1.1.0 (2014-03-13 08:05), 1.2.0 (2014-03-30 17:39), 1.3.0 (2014-04-26 07:09), 1.4.0 (2014-07-09 08:19), 1.5.0 (2014-10-19 01:53), 1.6.0.1 (2019-07-02 09:34), 1.6.0.2 (2019-08-02 15:00), 1.6.0 (2018-03-25 17:01), 1.7.0.1 (2022-05-23 10:02), 1.7.0 (2020-12-01 01:30)
Other packages that cited flare R package
View flare citation profile
Other R packages that flare depends,
imports, suggests or enhances
Complete documentation for flare
Functions, R codes and Examples using
the flare R package
Some associated functions: coef.slim . eyedata . flare-internal . flare-package . plot.roc . plot.select . plot.sim . plot.slim . plot.sugm . predict.slim . print.roc . print.select . print.sim . print.slim . print.sugm . slim . sugm.generator . sugm . sugm.plot . sugm.roc . sugm.select .
Some associated R codes: slim.R . slim.dantzig.ladm.scr.R . slim.dantzig.ladm.scr2.R . slim.lad.ladm.scr.btr.R . slim.lasso.ladm.scr.R . slim.lq.ladm.scr.btr.R . slim.sqrt.ladm.scr.R . sugm.R . sugm.clime.ladm.scr.R . sugm.cv.R . sugm.generator.R . sugm.plot.R . sugm.roc.R . sugm.select.R . sugm.tiger.ladm.scr.R . Full flare package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
Rwtss
Allows remote access to satellite image time
series provided by the web time series service (WTSS) ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Felipe Souza (view profile)
GenAlgo
Defines classes and methods that can be used
to implement genetic algorithms for feature selection. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kevin R. Coombes (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
multIntTestFunc
Provides implementations of functions that can be used to
test multivariate integration routines. T ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Klaus Herrmann (view profile)
extrafrail
Provide estimation and data generation tools for some new multivariate frailty models.
This version ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Diego Gallardo (view profile)
24,012
R Packages
207,311
Dependencies
64,867
Author Associations
24,013
Publication Badges
