HDANOVA: High-Dimensional Analysis of Variance

Functions and datasets to support Smilde, Marini, Westerhuis and Liland (2025, ISBN: 978-1-394-21121-0) "Analysis of Variance for High-Dimensional Data - Applications in Life, Food and Chemical Sciences". This implements and imports a collection of methods for HD-ANOVA data analysis with common interfaces, result- and plotting functions, multiple real data sets and four vignettes covering a range different applications.

Version: 0.8.1
Depends: R (≥ 3.5.0)
Imports: car, lme4, mixlm (≥ 1.4.0), pls, pracma, progress, RSpectra
Suggests: knitr, vegan
Published: 2024-10-16
DOI: 10.32614/CRAN.package.HDANOVA
Author: Kristian Hovde Liland ORCID iD [aut, cre]
Maintainer: Kristian Hovde Liland <kristian.liland at nmbu.no>
BugReports: https://github.com/khliland/HDANOVA/issues/
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/khliland/HDANOVA/
NeedsCompilation: no
Materials: README NEWS
CRAN checks: HDANOVA results

Documentation:

Reference manual: HDANOVA.pdf
Vignettes: A. Data handling (source, R code)
B. Analysis of Variance (source, R code)
C. ASCA (source, R code)
D. Additional methods (source, R code)

Downloads:

Package source: HDANOVA_0.8.1.tar.gz
Windows binaries: r-devel: HDANOVA_0.8.1.zip, r-release: HDANOVA_0.8.1.zip, r-oldrel: HDANOVA_0.8.1.zip
macOS binaries: r-release (arm64): HDANOVA_0.8.1.tgz, r-oldrel (arm64): HDANOVA_0.8.1.tgz, r-release (x86_64): HDANOVA_0.8.1.tgz, r-oldrel (x86_64): HDANOVA_0.8.1.tgz

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