Other packages > Find by keyword >

guidedPLS  

Supervised Dimensional Reduction by Guided Partial Least Squares
View on CRAN: Click here


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

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

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



Attach the package and use:
library("guidedPLS")
Maintained by
Koki Tsuyuzaki
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-03-22
Latest Update: 2023-05-12
Description:
Guided partial least squares (guided-PLS) is the combination of partial least squares by singular value decomposition (PLS-SVD) and guided principal component analysis (guided-PCA). For the details of the methods, see the reference section of GitHub README.md .
How to cite:
Koki Tsuyuzaki (2023). guidedPLS: Supervised Dimensional Reduction by Guided Partial Least Squares. R package version 1.1.0, https://cran.r-project.org/web/packages/guidedPLS. Accessed 06 Jun. 2026.
Previous versions and publish date:
0.99.0 (2023-03-22 10:30), 1.0.0 (2023-05-12 05:30)
Other packages that cited guidedPLS R package
View guidedPLS citation profile
Other R packages that guidedPLS depends, imports, suggests or enhances
Complete documentation for guidedPLS
Functions, R codes and Examples using the guidedPLS R package
Some associated functions: PLSSVD . dummyMatrix . guidedPLS-package . guidedPLS . sPLSDA . softThr . toyModel . 
Some associated R codes: PLSSVD.R . guidedPLS-internal.R . guidedPLS.R . sPLSDA.R . toyModel.R .  Full guidedPLS package functions and examples
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  
BALLI  
Expression RNA-Seq Data Analysis Based on Linear Mixed Model
Analysis of gene expression RNA-seq data using Bartlett-Adjusted Likelihood-based LInear model (BALL ...
Download / Learn more Package Citations See dependency  
worrrd  
Generate Wordsearch and Crossword Puzzles
Generate wordsearch and crossword puzzles using custom lists of words (and clues).Make them easy or ...
Download / Learn more Package Citations See dependency  
rwavelet  
Wavelet Analysis
Perform wavelet analysis (orthogonal,translation invariant, tensorial, 1-2-3d transforms, thresholdi ...
Download / Learn more Package Citations See dependency  
IAPWS95  
Thermophysical Properties of Water and Steam
An implementation of the International Association for the Properties of Water (IAPWS) Formulation ...
Download / Learn more Package Citations See dependency  
odbc  
Connect to ODBC Compatible Databases (using the DBI Interface)
A DBI-compatible interface to ODBC databases. ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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