Package: ARTool 0.11.2

ARTool: Aligned Rank Transform

The aligned rank transform for nonparametric factorial ANOVAs as described by Wobbrock, Findlater, Gergle, and Higgins (2011) <doi:10.1145/1978942.1978963>. Also supports aligned rank transform contrasts as described by Elkin, Kay, Higgins, and Wobbrock (2021) <doi:10.1145/3472749.3474784>.

Authors:Matthew Kay [aut, cre], Lisa A. Elkin [aut], James J. Higgins [aut], Jacob O. Wobbrock [aut]

ARTool_0.11.2.tar.gz
ARTool_0.11.2.zip(r-4.7)ARTool_0.11.2.zip(r-4.6)ARTool_0.11.2.zip(r-4.5)
ARTool_0.11.2.tgz(r-4.6-any)ARTool_0.11.2.tgz(r-4.5-any)
ARTool_0.11.2.tar.gz(r-4.7-any)ARTool_0.11.2.tar.gz(r-4.6-any)
ARTool_0.11.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ARTool/json (API)

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

Bug tracker:https://github.com/mjskay/artool/issues

Datasets:
  • ElkinAB - Synthetic 2x2 Within-Subjects Experiment
  • ElkinABC - Synthetic 2x2x2 Within-Subjects Experiment
  • Higgins1990Table1 - Synthetic 3x3 Factorial Randomized Experiment
  • Higgins1990Table5 - Split-plot Experiment Examining Effect of Moisture and Fertilizer on Dry Matter in Peat Pots
  • HigginsABC - Synthetic 2x2x2 Mixed Design Experiment
  • InteractionTestData - Synthetic Data Used in the Contrast Test Vignette

On CRAN:

Conda:

9.83 score 65 stars 2 packages 484 scripts 3.6k downloads 47 mentions 4 exports 73 dependencies

Last updated from:4dbe6e3683. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK188
source / vignettesOK572
linux-release-x86_64OK190
macos-release-arm64OK136
macos-oldrel-arm64OK111
windows-develOK127
windows-releaseOK121
windows-oldrelOK153
wasm-releaseOK132

Exports:artart.conartlmartlm.con

Dependencies:abindbackportsbootbroomcarcarDataclicolorspacecowplotcpp11DerivdoBydplyremmeansestimabilityfarverforecastFormulafracdiffgenericsggplot2gluegtableisobandlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigplyrpurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangS7scalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrzoo

Contrast tests with ART
Introduction | Contents | Libraries needed for this vignette | Test dataset | Contrast tests of main effects | Tests of differences in pairwise combinations of levels between factors in interactions | Tests of differences of differences in interactions
Rendered fromart-contrasts.Rmdusingknitr::rmarkdown

Last update: 2021-10-15
Started: 2015-12-07

Effect Sizes with ART
Introduction | Contents | Libraries needed for this | Test dataset | Partial eta-squared | Cohen's d | in the linear model (for comparison) | in ART | Confidence intervals
Rendered fromart-effect-size.Rmdusingknitr::rmarkdown

Last update: 2021-02-03
Started: 2016-03-09