multiblock

Installation

# Install release version from CRAN  
install.packages("multiblock")  
# Install development version from GitHub  
devtools::install_github("khliland/multiblock")

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 .

Submitted to Wiley September 2021 for publication.

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