Package: HDANOVA 0.8.1

Kristian Hovde Liland

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.

Authors:Kristian Hovde Liland [aut, cre]

HDANOVA_0.8.1.tar.gz
HDANOVA_0.8.1.tar.gz(r-4.5-noble)HDANOVA_0.8.1.tar.gz(r-4.4-noble)
HDANOVA_0.8.1.tgz(r-4.4-emscripten)HDANOVA_0.8.1.tgz(r-4.3-emscripten)
HDANOVA.pdf |HDANOVA.html✨
HDANOVA/json (API)
NEWS

# Install 'HDANOVA' in R:
install.packages('HDANOVA', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/khliland/hdanova/issues

Datasets:
  • caldana - Arabidopsis thaliana growth experiment
  • candies - Sensory assessment of candies.

3.30 score 7 scripts 30 exports 75 dependencies

Last updated 6 days agofrom:488829b202. Checks:ERROR: 1 OK: 1. Indexed: no.

TargetResultDate
Doc / VignettesFAILOct 17 2024
R-4.5-linuxOKOct 17 2024

Exports:apcaascaasca_fitblock.data.framecoefplotcvsegmentsdummycodeextended.model.framelimmpcaloading.weightsloadingplotloadingsmscaMSEPmvrValstatspcanovapcrpermanovapermutationplotplsrprcpredplotprojectionsR2RMSEPscoreplotscorestimeplotupdate_without_factorvalidationplot

Dependencies:abindbackportsbootbroomcarcarDataclicodetoolscolorspacecowplotcpp11crayonDerivdoBydplyrfansifarverFormulagenericsggplot2gluegtablehmsisobandlabelinglatticeleapslifecyclelme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamixlmmodelrmultcompmunsellmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigplspracmaprettyunitsprogresspurrrquantregR6RColorBrewerRcppRcppEigenrlangRSpectrasandwichscalesSparseMstringistringrsurvivalTH.datatibbletidyrtidyselectutf8vctrsviridisLitewithrzoo

A. Data handling

Rendered fromvignette_A_data.Rmdusingknitr::rmarkdownon Oct 17 2024.

Last update: 2024-10-16
Started: 2024-10-16

B. Analysis of Variance

Rendered fromvignette_B_ANOVA.Rmdusingknitr::rmarkdownon Oct 17 2024.

Last update: 2024-10-16
Started: 2024-10-16

C. ASCA

Rendered fromvignette_C_ASCA.Rmdusingknitr::rmarkdownon Oct 17 2024.

Last update: 2024-10-16
Started: 2024-10-16

D. Additional methods

Rendered fromvignette_D_additional.Rmdusingknitr::rmarkdownon Oct 17 2024.

Last update: 2024-10-16
Started: 2024-10-16