Other packages > Find by keyword >

LINselect  

Selection of Linear Estimators
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("LINselect", "1.1.5")



Attach the package and use:
library("LINselect")
Maintained by
Benjamin Auder
[Scholar Profile | Author Map]
First Published: 2013-12-20
Latest Update: 2023-08-30
Description:
Estimate the mean of a Gaussian vector, by choosing among a large collection of estimators, following the method developed by Y. Baraud, C. Giraud and S. Huet (2014) . In particular it solves the problem of variable selection by choosing the best predictor among predictors emanating from different methods as lasso, elastic-net, adaptive lasso, pls, randomForest. Moreover, it can be applied for choosing the tuning parameter in a Gauss-lasso procedure.
How to cite:
Benjamin Auder (2013). LINselect: Selection of Linear Estimators. R package version 1.1.5, https://cran.r-project.org/web/packages/LINselect. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.0-1 (2013-12-20 14:59), 0.0-2 (2015-08-26 22:59), 1.1.1 (2019-04-26 15:20), 1.1.2 (2020-01-09 19:30), 1.1.3 (2020-01-10 06:30), 1.1.4 (2023-08-30 10:10), 1.1 (2017-04-20 17:21)
Other packages that cited LINselect R package
View LINselect citation profile
Other R packages that LINselect depends, imports, suggests or enhances
Complete documentation for LINselect
Functions, R codes and Examples using the LINselect R package
Some associated functions: LINselect-package . VARselect . penalty . simulData . tuneLasso . 
Some associated R codes: VARselect.R . functions.R . penalty.R . simulData.R . tuneLasso.R .  Full LINselect package functions and examples
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/27Downloads for LINselect02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
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  
gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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