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Triggered effect dilution: The trigger rate comes from the treatment arm · case 05
A treatment that changes who triggers distorts the diluted estimate.
Case contract
delta_trig is the absolute effect among triggered users. The trigger rate is pooled across arms: (trig_c + trig_t) / (n_c + n_t). The diluted site-wide effect is delta_trig * rate and the relative effect divides that by the overall control mean. No users or zero overall mean -> None. Return [rate, diluted absolute, diluted relative] rounded to 6.
Why this case matters
Triggered analyses are sensitive but must be diluted before claiming site-wide impact.
One recorded failure
Sample boundary fixtureThis sample comes from the broken implementation of a controlled reproducer.
| Boundary fixture | Actual | Expected | Outcome |
|---|---|---|---|
| unequal arms pool the trigger rate | [0.3, 0.6, 0.06] | [0.118182, 0.236364, 0.023636] | Failed |
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