Other packages > Find by keyword >

enetLTS  

Robust and Sparse Methods for High Dimensional Linear and Binary and Multinomial Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("enetLTS", "1.1.0")



Attach the package and use:
library("enetLTS")
Maintained by
Fatma Sevinc Kurnaz
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-22
Latest Update: 2022-05-21
Description:
Fully robust versions of the elastic net estimator are introduced for linear and binary and multinomial regression, in particular high dimensional data. The algorithm searches for outlier free subsets on which the classical elastic net estimators can be applied. A reweighting step is added to improve the statistical efficiency of the proposed estimators. Selecting appropriate tuning parameters for elastic net penalties are done via cross-validation.
How to cite:
Fatma Sevinc Kurnaz (2018). enetLTS: Robust and Sparse Methods for High Dimensional Linear and Binary and Multinomial Regression. R package version 1.1.0, https://cran.r-project.org/web/packages/enetLTS. Accessed 27 Jun. 2026.
Previous versions and publish date:
0.1.0 (2018-01-22 10:31)
Other packages that cited enetLTS R package
View enetLTS citation profile
Other R packages that enetLTS depends, imports, suggests or enhances
Complete documentation for enetLTS
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
AzureKeyVault  
Key and Secret Management in 'Azure'
Manage keys, certificates, secrets, and storage accounts in Microsoft's 'Key Vault' service: ...
Download / Learn more Package Citations See dependency  
AHSurv  
Flexible Parametric Accelerated Hazards Models
Flexible parametric Accelerated Hazards (AH) regression models in overall and relative survival fram ...
Download / Learn more Package Citations See dependency  
assert  
Validate Function Arguments
Lightweight validation tool for checking function arguments and validating data analysis scripts. T ...
Download / Learn more Package Citations See dependency  
PeakSegOptimal  
Optimal Segmentation Subject to Up-Down Constraints
Computes optimal changepoint models using the Poisson likelihood for non-negative count data, subj ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

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