Macau is one of the tools used in .
Macau consists of two parts, the data generation and the statitical hypothesis testing.
To generate data, use
data_generator.py script. Use
-h to see usage.
macau.py uses resampling to compute test statistics and p-values.
python3 macau.py <data_path> <permutations> <hypotheses_path>
data_path is a data file output by
permutations is number of permutations.
hypotheses_path is a file containing hypotheses that are formatted using the encoding scheme intoduced in .
 Zgraggen, Zhao, Zeleznik and Kraska, Investigating the Effect of the Multiple Comparison Problem in Visual Analysis, CHI 2018.