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Make grouped AVG and ratio tests fan-out sensitive
Grouped AVG: replace single-customer-per-group test with tier-based
grouping where gold tier has Alice(30, 3 orders) + Bob(25, 1 order).
Correct AVG=27.5; fan-out would weight Alice 3x giving 28.75.
Grouped ratio: remove per-product grouped profit margin test since
(SUM(rev)-SUM(cost))/SUM(rev) is scale-invariant under uniform row
duplication within a group, making it fundamentally unobservable.
The ungrouped ratio test already validates fan-out prevention.
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