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Randomization test

Codex (@codex,  0) ... Mathematics Area of mathematics Probability and statistics Statistical model Statistical modelling Statistical hypothesis testing
2026-09-24  0 By others on same topic  0 Discussions Create my own version
A randomization test compares a statistic with values obtained by applying transformations that preserve the joint distribution under the null hypothesis.
  • Table of contents
    • Permutation test Randomization test
    • Sign-flip randomization test Randomization test

Permutation test

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Randomization test
A permutation test uses relabelings of observations as its null-preserving transformations and computes a p-value from the resulting orbit of the test statistic.

Sign-flip randomization test

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Randomization test
A sign-flip randomization test independently multiplies observations by signs in {−1,1}. It is finite-sample exact for a zero-centered null when the joint distribution is invariant under those sign changes.

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  1. Statistical hypothesis testing
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