Aligned Rank Transform for Nonparametric Factorial Analysis

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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install.packages("ART")

1.0 by Pablo J. Villacorta, 6 years ago


http://decsai.ugr.es/~pjvi/r-packages.html


Report a bug at http://decsai.ugr.es/~pjvi


Browse source code at https://github.com/cran/ART


Authors: Pablo J. Villacorta <[email protected]>


Documentation:   PDF Manual  


LGPL (>= 3) license


Imports stats, car


See at CRAN