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