HDANOVA-package

HDANOVA

Included methods:<ul>
<li>ASCA+ - Analysis of Variance Simultaneous Component Analysis</li>
<li>APCA+ - ANOVA Principal Component Analysis</li>
<li>APLS+ - ANOVA Partial Least Squares</li>
<li>LiMM-PCA - Linear Mixed Model PCA</li>
<li>MSCA - Multilevel Simultaneous Component Analysis</li>
<li>PC-ANOVA - Principal Component Analysis of Variance</li>
<li>PRC - Principal Response Curves</li>
<li>PERMANOVA - Permutation Based MANOVA</li>
</ul>

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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.

Kristian Hovde Liland

High-Dimensional Analysis of Variance

HDANOVA-package function

Maintainer: Kristian Hovde Liland <a href="/link/kristian.liland%40nmbu.no?package=HDANOVA&version=0.8.4" data-mini-rdoc="HDANOVA::kristian.liland@nmbu.no">kristian.liland@nmbu.no</a> (<a href="https://orcid.org/0000-0001-6468-9423">ORCID</a>)

Author

High-Dimensional Analysis of Variance — HDANOVA-package

Maintainer: Kristian Hovde Liland <a href='mailto:kristian.liland@nmbu.no'>kristian.liland@nmbu.no</a> (<a href='https://orcid.org/0000-0001-6468-9423'>ORCID</a>)

HDANOVA-package: High-Dimensional Analysis of Variance

Description

Arguments

Author

See Also