Other packages > Find by keyword >

srlars  

Split Robust Least Angle Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("srlars", "1.0.1")



Attach the package and use:
library("srlars")
Maintained by
Anthony Christidis
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-06-29
Latest Update: 2023-07-17
Description:
Functions to perform split robust least angle regression. The approach first uses the least angle regression algorithm to split the variables into the models of an ensemble and robust estimates of the correlation between predictors. An elastic net estimator is then applied to the selected predictors in each model using the imputed data from the detect deviating cell (DDC) method.
How to cite:
Anthony Christidis (2023). srlars: Split Robust Least Angle Regression. R package version 1.0.1, https://cran.r-project.org/web/packages/srlars. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2023-06-29 16:50)
Other packages that cited srlars R package
View srlars citation profile
Other R packages that srlars depends, imports, suggests or enhances
Complete documentation for srlars
Functions, R codes and Examples using the srlars R package
Some associated functions: coef.srlars . predict.srlars . srlars . 
Some associated R codes: Coefficients.R . DataCheck.R . Predictions.R . add_optimal_predictor.R . find_optimal.R . initialize_ensembles.R . remove_optimal_predictor.R . srlars.R .  Full srlars 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

LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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