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]
All associated links for this package
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
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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
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  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns