ART: 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. <doi:10.1145/1978942.1978963>.
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