higgins1990 {ART}

Dataset to be used in the ART use example

Description

This dataset was synthetically generated for a 3x3 completely randomized design, as shown in Table 1 of the paper:

Higgins, J. J., Blair, R. C. and Tashtoush, S. (1990). The aligned rank transform procedure. Proceedings of the Conference on Applied Statistics in Agriculture. Manhattan, Kansas: Kansas State University, pp. 185-195.

Columns Aligned_Row_Column and Ranks_Row_Column of the result correspond to the values of Table 3 of the same paper.

Usage

higgins1990

Format

A table of 3 columns: two factors called Row and Column, and the Response variable. Loading this file gives access to the dataframe object data.higgins1990

Source

File Higgins1990-Table1.csv of the ARTool zipped downloadable file: http://depts.washington.edu/aimgroup/proj/art/ARToolExe.zip

References

Higgins, J. J., Blair, R. C. and Tashtoush, S. (1990). The aligned rank transform procedure. Proceedings of the Conference on Applied Statistics in Agriculture. Manhattan, Kansas: Kansas State University, pp. 185-195.

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.

ARTool: free visual software tool implementing ART, written in the C# language : http://depts.washington.edu/aimgroup/proj/art/