Package: ARTool 0.11.1

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]

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ARTool.pdf |ARTool.html✨
ARTool/json (API)
NEWS

# 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:

7.34 score 57 stars 206 scripts 1.9k downloads 4 exports 64 dependencies

Last updated 3 years agofrom:12f58312b4. Checks:OK: 5 NOTE: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 30 2024
R-4.5-win	NOTE	Oct 30 2024
R-4.5-linux	NOTE	Oct 30 2024
R-4.4-win	OK	Oct 30 2024
R-4.4-mac	OK	Oct 30 2024
R-4.3-win	OK	Oct 30 2024
R-4.3-mac	OK	Oct 30 2024

Exports:art art.con artlm artlm.con

Dependencies:abind backports boot broom car carData cli colorspace cowplot cpp11 Deriv doBy dplyr emmeans estimability fansi farver Formula generics ggplot2 glue gtable isoband labeling lattice lifecycle lme4 magrittr MASS Matrix MatrixModels mgcv microbenchmark minqa modelr munsell mvtnorm nlme nloptr nnet numDeriv pbkrtest pillar pkgconfig plyr purrr quantreg R6 RColorBrewer Rcpp RcppEigen rlang scales SparseM stringi stringr survival tibble tidyr tidyselect utf8 vctrs viridisLite withr

Effect Sizes with ART

Matthew Kay

Rendered fromart-effect-size.Rmdusingknitr::rmarkdownon Oct 30 2024.

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

Contrast tests with ART

Matthew Kay, Lisa A. Elkin, Jacob O. Wobbrock

Rendered fromart-contrasts.Rmdusingknitr::rmarkdownon Oct 30 2024.

Last update: 2021-10-13
Started: 2015-12-07

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Aligned Rank Transform Analysis of Variance	anova.art print.anova.art
Aligned Rank Transform	art
Aligned Ranked Transform Contrasts	art.con
Per-Term Linear Model from Aligned Rank Transformed Data	artlm
Per-Term Linear Model on Data Aligned-and-Ranked with ART-C	artlm.con
Synthetic 2x2 Within-Subjects Experiment	ElkinAB
Synthetic 2x2x2 Within-Subjects Experiment	ElkinABC
Synthetic 3x3 Factorial Randomized Experiment	Higgins1990Table1
Split-plot Experiment Examining Effect of Moisture and Fertilizer on Dry Matter in Peat Pots	Higgins1990Table5
Synthetic 2x2x2 Mixed Design Experiment	HigginsABC
Synthetic Data Used in the Contrast Test Vignette	InteractionTestData
Aligned Rank Transform Summary	summary.art