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ART  

Aligned Rank Transform for Nonparametric Factorial Analysis
View on CRAN: Click here


Download and install ART package within the R console
Install from CRAN:
install.packages("ART")

Install from Github:
library("remotes")
install_github("cran/ART")

Install by package version:
library("remotes")
install_version("ART", "1.0")



Attach the package and use:
library("ART")
Maintained by
Pablo J. Villacorta
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-08-13
Latest Update: 2015-08-13
Description:
An implementation of the Aligned Rank Transform technique for factorial analysis (see references below for details) including models with missing terms (unsaturated factorial models). The function first computes a separate aligned ranked response variable for each effect of the user-specified model, and then runs a classic ANOVA on each of the aligned ranked responses. For further details, see Higgins, J. J. and Tashtoush, S. (1994). An aligned rank transform test for interaction. Nonlinear World 1 (2), pp. 201-211. Wobbrock, J.O., Findlater, L., Gergle, D. and Higgins,J.J. (2011). The Aligned Rank Transform for nonparametric factorial analyses using only ANOVA procedures. Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI '11). New York: ACM Press, pp. 143-146. .
How to cite:
Pablo J. Villacorta (2015). ART: Aligned Rank Transform for Nonparametric Factorial Analysis. R package version 1.0, https://cran.r-project.org/web/packages/ART. Accessed 18 Feb. 2025.
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Complete documentation for ART
Functions, R codes and Examples using the ART R package
Some associated functions: aligned.rank.transform . data.higgins1990 . 
Some associated R codes: aligned-rank-transform.R .  Full ART package functions and examples
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