ART: Aligned Rank Transform for Nonparametric Factorial Analysis

Share:

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. <doi:10.1145/1978942.1978963>.

Author
Pablo J. Villacorta <pjvi@decsai.ugr.es>
Date of publication
2015-08-13 00:20:29
Maintainer
Pablo J. Villacorta <pjvi@decsai.ugr.es>
License
LGPL (>= 3)
Version
1.0
URLs

View on CRAN

Man pages

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

Files in this package

ART
ART/NAMESPACE
ART/data
ART/data/higgins1990.RData
ART/R
ART/R/aligned-rank-transform.R
ART/MD5
ART/DESCRIPTION
ART/man
ART/man/data.higgins1990.Rd
ART/man/aligned.rank.transform.Rd