Other packages > Find by keyword >

SEPaLS  

Shrinkage for Extreme Partial Least-Squares (SEPaLS)
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SEPaLS", "0.1.0")



Attach the package and use:
library("SEPaLS")
Maintained by
Hadrien Lorenzo
[Scholar Profile | Author Map]
First Published: 2023-10-24
Latest Update: 2023-10-24
Description:
Regression context for the Partial Least Squares framework for Extreme values. Estimations of the Shrinkage for Extreme Partial Least-Squares (SEPaLS) estimators, an adaptation of the original Partial Least Squares (PLS) method tailored to the extreme-value framework. The SEPaLS project is a joint work by Stephane Girard, Hadrien Lorenzo and Julyan Arbel. R code to replicate the results of the paper is available at . Extremes within PLS was already studied by one of the authors, see M Bousebeta, G Enjolras, S Girard (2023) .
How to cite:
Hadrien Lorenzo (2023). SEPaLS: Shrinkage for Extreme Partial Least-Squares (SEPaLS). R package version 0.1.0, https://cran.r-project.org/web/packages/SEPaLS. Accessed 03 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited SEPaLS R package
View SEPaLS citation profile
Other R packages that SEPaLS depends, imports, suggests or enhances
Complete documentation for SEPaLS
Functions, R codes and Examples using the SEPaLS R package
Full SEPaLS package functions and examples
Downloads during the last 30 days
03/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/01Downloads for SEPaLS024681012141618TrendBars

Today's Hot Picks in Authors and Packages

RPMG  
Graphical User Interface (GUI) for Interactive R Analysis Sessions
Really Poor Man's Graphical User Interface, used to create interactive R analysis sessions with simp ...
Download / Learn more Package Citations See dependency  
automl  
Deep Learning with Metaheuristic
Fits from simple regression to highly customizable deep neural networks either with gradient descen ...
Download / Learn more Package Citations See dependency  
RobustANOVA  
Robust One-Way ANOVA Tests under Heteroscedasticity and Nonnormality
Robust tests (RW, RPB and RGF) are provided for testing the equality of several long-tailed symmetri ...
Download / Learn more Package Citations See dependency  
RI2by2  
Randomization Inference for Treatment Effects on a Binary Outcome
Computes attributable effects based confidence interval, permutation test confidence interval, or as ...
Download / Learn more Package Citations See dependency  
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  
jointDiag  
Joint Approximate Diagonalization of a Set of Square Matrices
Different algorithms to perform approximate joint diagonalization of a finite set of square matrice ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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