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HDANOVA

Installation

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

HD-ANOVA book

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

To be published by Wiley in 2025.

Contents

• Main methods:
  • ASCA+ - Analysis of Variance Simultaneous Component Analysis
  • APCA+ - ANOVA Principal Component Analysis
  • 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

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.