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Statistical tests based on rearrangements of data that are consistent with the null hypothesis.

0 votes
1 answer
365 views

What role can permutation test play in multiple comparison?

In a test, permutation test is used to estimate the null distribution of the test statistic from the sample. In multiple comparison, what is the usage of permutation test? Thanks!
Tim's user avatar
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8 votes
2 answers
4k views

How to choose the test statistic for permutation test?

Is the purpose of permutation test to test the null that several groups of samples come from the same distribution? I found its steps are The steps in a permutation-based computation of the significa …
Tim's user avatar
  • 19.8k
6 votes
2 answers
332 views

Does permutation test change the null hypothesis of the original test?

Suppose we have a test statistic designed for testing a null about two groups of samples. If we apply permutation test to the groups of samples and the test statistic, will that change the null hypoth …
Tim's user avatar
  • 19.8k
10 votes
1 answer
6k views

What is the benefit of using permutation tests?

When testing some null versus alternative hypotheses by a test statistic $U(X)$, where $X = \{ x_i, ..., x_n\}$, apply the permutation test with the set $G$ of permutations on $X$ and we have a new st …
Tim's user avatar
  • 19.8k