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README.md
In HDANOVA: High-Dimensional Analysis of Variance
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
Try the HDANOVA package in your browser
Any scripts or data that you put into this service are public.
HDANOVA documentation built on April 12, 2025, 2:16 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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
Try the HDANOVA package in your browser
Any scripts or data that you put into this service are public.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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