# Install release version from CRAN
install.packages("HDANOVA")
# Install development version from GitHub
devtools::install_github("khliland/HDANOVA")
This package contains the main methods described in Age K. Smilde, Federico Marini, Johan A. Westerhuis and Kristian Hovde Liland's book:
Analysis of Variance for High-Dimensional Data
- Applications in Life, Food and Chemical Sciences
Published by Wiley in August 2025.
- Main methods:
- ASCA+ - Analysis of Variance Simultaneous Component Analysis
- APCA+ - ANOVA Principal Component Analysis
- APLS+ - ANOVA Partial Least Squares
- LiMM-PCA - Linear Mixed Model PCA
- MSCA - Multilevel Simultaneous Component Analysis
- PC-ANOVA - Principal Component Analysis of Variance
- PRC - Principal Response Curves
- PERMANOVA - Permutation Based MANOVA
- A selection of datasets
- Common framework and plotting routines