HigginsABC: Synthetic 2x2x2 Mixed Design Experiment

In ARTool: Aligned Rank Transform

Synthetic 2x2x2 Mixed Design Experiment

Description

Synthetic data from an experiment with two between-Subjects factors (A and B) having two levels each and one within-Subjects factor (C) with two levels.

Format

A data frame with 16 observations on the following 5 variables.

Subject

a factor with levels "s1" .. "s8"

A

a factor with levels "a1" "a2"

B

a factor with levels "b1" "b2"

C

a factor with levels "c1" "c2"

Y

a numeric vector

Source

Wobbrock, J. O., Findlater, L., Gergle, D., and Higgins, J. J. ARTool. https://depts.washington.edu/acelab/proj/art/.

See Also

art, anova.art.

Examples

data(HigginsABC, HigginsABC.art, package = "ARTool")

## run aligned-rank transform and ANOVA on the data
m <- art(Y ~ A*B*C + Error(Subject), data = HigginsABC)
anova(m)

ARTool documentation built on April 11, 2025, 5:41 p.m.