Other packages > Find by keyword >

bootPLS  

Bootstrap Hyperparameter Selection for PLS Models and Extensions
View on CRAN: Click here


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

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

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



Attach the package and use:
library("bootPLS")
Maintained by
Frederic Bertrand
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-07-15
Latest Update: 2024-09-24
Description:
Several implementations of non-parametric stable bootstrap-based techniques to determine the numbers of components for Partial Least Squares linear or generalized linear regression models as well as and sparse Partial Least Squares linear or generalized linear regression models. The package collects techniques that were published in a book chapter (Magnanensi et al. 2016, 'The Multiple Facets of Partial Least Squares and Related Methods', ) and two articles (Magnanensi et al. 2017, 'Statistics and Computing', ) and (Magnanensi et al. 2021, 'Frontiers in Applied Mathematics and Statistics', accepted.).
How to cite:
Frederic Bertrand (2021). bootPLS: Bootstrap Hyperparameter Selection for PLS Models and Extensions. R package version 1.1.0, https://cran.r-project.org/web/packages/bootPLS. Accessed 03 Jul. 2026.
Previous versions and publish date:
0.9.9 (2021-07-15 09:50), 1.0.1 (2024-09-24 13:10), 1.1.0 (2025-09-14 00:00)
Other packages that cited bootPLS R package
View bootPLS citation profile
Other R packages that bootPLS depends, imports, suggests or enhances
Complete documentation for bootPLS
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gap.datasets  
Datasets for 'gap'
Datasets associated with the 'gap' package. Currently, it includes an example data for regional ass ...
Download / Learn more Package Citations See dependency  
MANOVA.RM  
Resampling-Based Analysis of Multivariate Data and Repeated Measures Designs
Implemented are various tests for semi-parametric repeated measures and general MANOVA designs that ...
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  
reportROC  
An Easy Way to Report ROC Analysis
Provides an easy way to report the results of ROC analysis, including: 1. an ROC curve. 2. the val ...
Download / Learn more Package Citations See dependency  
tabbycat  
Tabulate and Summarise Categorical Data
Functions for tabulating and summarising categorical variables. Most functions are designed to work ...
Download / Learn more Package Citations See dependency  
GaussSuppression  
Tabular Data Suppression using Gaussian Elimination
A statistical disclosure control tool to protect tables by suppression using the Gaussian eliminati ...
Download / Learn more Package Citations See dependency  

27,653

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