File:Permutation test example animation.gif

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Permutation_test_example_animation.gif(519 × 419 pixels, file size: 5.24 MB, MIME type: image/gif, 383 frames, 23 s)

Summary

Description
English: Animation of a permutation test being computed on sets of 4 and 5 random values. The 4 values in red are drawn from one distribution, and the 5 values in blue from another, and the hypothesis is that the mean of the first four is higher than the mean of the 5; the null hypothesisis is that they are the same. There are 126 distinct ways to put 4 values into one group and 5 into another (9-choose-4 or 9-choose-5). Of these, one is per the original labeling, and the other 125 are "permutations" that generate the histogram of mean differences shown. The p-value of the hypothesis is estimated as the proportion of permutations that give a difference as large or larger than the difference of means of the labeled sets. In this example, the p-value estimate is approximate, due to the finite bin width of the histogram. The animation was created in Matlab from very hacky code. The underlying distributions of the sets are normal with means 60 and 50, and standard deviations of 10.
Date
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Author
Dicklyon

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Captions

Animation of a permutation test being computed on sets of 4 and 5 random values

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depicts

25 October 2021

image/gif

File history

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Date/TimeThumbnailDimensionsUserComment
current05:32, 27 October 2021Thumbnail for version as of 05:32, 27 October 2021519 × 419 (5.24 MB)Dicklyonbetter details, new random version
08:13, 26 October 2021Thumbnail for version as of 08:13, 26 October 2021551 × 421 (4.96 MB)Dicklyonbetter annotations; trimmed edges some
07:02, 26 October 2021Thumbnail for version as of 07:02, 26 October 2021624 × 406 (4.13 MB)Dicklyonsmaller still
06:54, 26 October 2021Thumbnail for version as of 06:54, 26 October 2021666 × 462 (4.38 MB)Dicklyonsmaller version to see if it's small enough to animate thumbnail
03:39, 26 October 2021Thumbnail for version as of 03:39, 26 October 20211,120 × 840 (8.26 MB)DicklyonUploaded own work with UploadWizard
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