multiblock

Installation

# Install release version from CRAN  
install.packages("multiblock")  
# Install development version from GitHub  
# devtools::install_github("khliland/multiblock")
install.packages("multiblock", repos = c('https://khliland.r-universe.dev', 'https://cloud.r-project.org'))

Multiblock book

This package contains a large variety of the methods described in Age K. Smilde, Tormod Næs and Kristian Hovde Liland's book:

Multiblock Data Fusion in Statistics and Machine Learning
- Applications in the Natural and Life Sciences

Published by Wiley in May 2022.

Contents

• Functions and vignettes organised into:
  • data handling
  • basic methods
  • unsupervised methods
  • ASCA
  • supervised methods
  • methods for complex structures
• A selection of datasets
• Common framework and plotting routines