Expand description
Non-parametric stats for experiment reports.
Effect size = median(treatment) − median(control). CI via percentile bootstrap (default 10k resamples, 95%). Winsorize p1/p99 before resampling to blunt skew.
Re-exports§
Modules§
- bootstrap
- Bootstrap CI and winsorization helpers.
- cuped
- CUPED — Controlled-experiment Using Pre-Experiment Data.
- power
- Minimum Detectable Effect (MDE) at 80% power / 95% CI.
- sequential
- Sequential / always-valid testing via the mixture mSPRT approach.
- srm
- Sample Ratio Mismatch (SRM) detection.
Structs§
Constants§
Functions§
- summarize
- Pure stats for a metric. Deterministic given
seed.