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Test of uniformity of p-values #3

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henrikbostrom opened this issue Nov 23, 2021 · 1 comment
Open

Test of uniformity of p-values #3

henrikbostrom opened this issue Nov 23, 2021 · 1 comment
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enhancement New feature or request

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@henrikbostrom
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ConformalPredictiveSystem.evaluate may return the result of a test of uniformity of p-values

@henrikbostrom henrikbostrom added the enhancement New feature or request label Nov 23, 2021
@egonmedhatten
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This sounds like an excellent idea. I would propose the Kolmogorov–Smirnov test (https://en.wikipedia.org/wiki/Kolmogorov%E2%80%93Smirnov_test) as an initial implementation. It is simple, and non-parametric. Of course, an alternative would be a test martingale, but it might be computationally heavy in comparison.

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