Exact Test - Definition

Definition

The basic equation underlying permutation tests is

where:

  • x is the outcome actually observed,
  • Pr(y) is the probability under the null hypothesis of a potentially observed outcome y,
  • T(y) is the value of the test statistic for an outcome y, with larger values of T representing cases which notionally represent greater departures from the null hypothesis,

and where the sum ranges over all outcomes y (including the observed one) that have the same value of the test statistic obtained for the observed sample x, or a larger one .

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