Multiblock Data Fusion in Statistics and Machine Learning • 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 .

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