ART: Aligned Rank Transform for Nonparametric Factorial Analysis
Version 1.0

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. .

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AuthorPablo J. Villacorta <pjvi@decsai.ugr.es>
Date of publication2015-08-13 00:20:29
MaintainerPablo J. Villacorta <pjvi@decsai.ugr.es>
LicenseLGPL (>= 3)
Version1.0
URL http://decsai.ugr.es/~pjvi/r-packages.html
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("ART")

Man pages

aligned.rank.transform: Aligned Rank Transform procedure
data.higgins1990: Dataset to be used in the ART use example

Functions

aligned.rank.transform Man page Source code
data.higgins1990 Man page

Files

NAMESPACE
data
data/higgins1990.RData
R
R/aligned-rank-transform.R
MD5
DESCRIPTION
man
man/data.higgins1990.Rd
man/aligned.rank.transform.Rd
ART documentation built on May 19, 2017, 10:26 p.m.