R package for High dimensional data analysis and integration with O2PLS!

R package plsdepot

The HotellingEllipse package helps draw the Hotelling's T-squared ellipse on a PCA or PLS score scatterplot by computing the Hotelling's T-squared statistic and providing the ellipse's coordinates, semi-minor, and semi-major axes lengths.

Helper Functions For Dealing With GCMS and LCMS data from IonAnalytics

This project is on Data Mining process using R depending on ISLR book.

R packages which implements most known linear regression model: pls, OLS, ridge, lasso, LAR, principal components regression...

Estimation using composite-based SEM

R package plspm

R packages which implements most known linear regression model: pls, OLS, ridge, lasso, LAR, principal components regression...

R package for High dimensional data analysis and integration with O2PLS!

PLS-PM estimation and prediction library

R package plspm

the R script to run the structural equation model partial least square (SEM-PLS). I also attached the dummy data as your reference to practice the script with your own computer. enjoy it

'Rapid measurement of soluble xylo-oligomers using near-infrared spectroscopy (NIRS) and multivariate statistics: calibration model development and practical approaches to model optimization’ (Biotechnology for Biofuels and Bioproducts 2024)

Analysis of multi-block supervised problems thanks to SVD-based methods permitting variable selection.