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HDANOVA

High-dimensional Multivaritate Analysis of Variance

https://github.com/khliland/hdanova

Science Score: 26.0%

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    CITATION.cff file
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    DOI references
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    Scientific vocabulary similarity
    Low similarity (9.1%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

High-dimensional Multivaritate Analysis of Variance

Basic Info
  • Host: GitHub
  • Owner: khliland
  • Language: HTML
  • Default Branch: main
  • Size: 69.3 MB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 1
  • Releases: 0
Created about 3 years ago · Last pushed 10 months ago
Metadata Files
Readme Changelog

README.md

HDANOVA

Lifecycle: experimental CRAN Status <!-- badges: end -->

Installation

``` r

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

Published by Wiley in August 2025.

Contents

  • 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

Owner

  • Name: Kristian Hovde Liland
  • Login: khliland
  • Kind: user
  • Location: Norway

GitHub Events

Total
  • Issues event: 2
  • Watch event: 1
  • Delete event: 1
  • Issue comment event: 10
  • Push event: 12
  • Pull request event: 2
  • Create event: 1
Last Year
  • Issues event: 2
  • Watch event: 1
  • Delete event: 1
  • Issue comment event: 10
  • Push event: 12
  • Pull request event: 2
  • Create event: 1

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 1
  • Total pull requests: 2
  • Average time to close issues: 2 months
  • Average time to close pull requests: less than a minute
  • Total issue authors: 1
  • Total pull request authors: 1
  • Average comments per issue: 7.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 2
  • Average time to close issues: 2 months
  • Average time to close pull requests: less than a minute
  • Issue authors: 1
  • Pull request authors: 1
  • Average comments per issue: 7.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • biga94 (1)
Pull Request Authors
  • khliland (2)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 248 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 4
  • Total maintainers: 1
cran.r-project.org: HDANOVA

High-Dimensional Analysis of Variance

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 248 Last month
Rankings
Dependent packages count: 28.0%
Dependent repos count: 34.5%
Average: 49.8%
Downloads: 86.7%
Maintainers (1)
kristian.liland@nmbu.no
Last synced: 10 months ago

Dependencies

DESCRIPTION cran
  • mixlm * imports
  • pls * imports
  • vegan * suggests