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feat(experiments): Introduce new Funnels stats methods #26970

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merged 21 commits into from
Dec 19, 2024

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danielbachhuber
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@danielbachhuber danielbachhuber commented Dec 17, 2024

See #26713

Changes

Introduces a new set of methods for calculating Funnels values:

  • calculate_probabilities_v2
  • are_results_significant_v2
  • calculate_expected_loss_v2
  • calculate_credible_intervals_v2

Uses the new methods when stats_version=2 is present in the results request.

v2 stats

CleanShot 2024-12-17 at 13 51 11@2x

v1 stats

CleanShot 2024-12-17 at 13 51 43@2x

How did you test this code?

Tests should pass. I also compared an existing funnel experiment with its new results.

@danielbachhuber danielbachhuber requested a review from a team December 17, 2024 12:54
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github-actions bot commented Dec 17, 2024

Size Change: 0 B

Total Size: 1.11 MB

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Filename Size
frontend/dist/toolbar.js 1.11 MB

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The stats looks good! I've simulated a bunch of experiments, and all the results made sense.

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📸 UI snapshots have been updated

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📸 UI snapshots have been updated

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@danielbachhuber danielbachhuber enabled auto-merge (squash) December 19, 2024 13:39
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📸 UI snapshots have been updated

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📸 UI snapshots have been updated

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📸 UI snapshots have been updated

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📸 UI snapshots have been updated

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📸 UI snapshots have been updated

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📸 UI snapshots have been updated

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  • webkit: 0 added, 0 modified, 0 deleted

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📸 UI snapshots have been updated

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  • webkit: 0 added, 0 modified, 0 deleted

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📸 UI snapshots have been updated

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  • webkit: 0 added, 0 modified, 0 deleted

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📸 UI snapshots have been updated

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  • chromium: 0 added, 2 modified, 0 deleted (diff for shard 2)
  • webkit: 0 added, 0 modified, 0 deleted

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📸 UI snapshots have been updated

2 snapshot changes in total. 0 added, 2 modified, 0 deleted:

  • chromium: 0 added, 2 modified, 0 deleted (diff for shard 2)
  • webkit: 0 added, 0 modified, 0 deleted

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@danielbachhuber danielbachhuber merged commit 7c5fd0c into master Dec 19, 2024
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@danielbachhuber danielbachhuber deleted the experiments/new-funnels-stats branch December 19, 2024 17:37
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3 participants