Description Usage Arguments Details Value References Examples
View source: R/frequentist_tests.R
This function implements the paired Wilcoxon signed-rank test. A non-parametric statistical hypothesis test to compare the means of two paired samples.
1 | wilcoxon_signed_test(df, problem, baseline, algorithm = NULL, measure = NULL)
|
df |
('list') |
problem |
('character') |
baseline |
('character') |
algorithm |
('character') |
measure |
('character') |
The test has first been implemented in scmamp.
A list containing the following components:
measure
('character')
A string with the name of the
measure column.
method
('character')
A string with the name of the
method.
statistic
('double')
The value of the statistic used in
the test.
p_value
('double')
The p-value for the test.
https://github.com/b0rxa/scmamp
1 2 | results <- wilcoxon_signed_test(df = test_benchmark, baseline = "algo_1",
algorithm = "algo_2", problem = "problem_a")
|
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