Theory 58/Averaging removes noise
Averaging Creates Artefacts
The claim
Averaging over heterogeneous units can create patterns that exist in no unit, including spurious trends and thresholds.
01Mechanism
Aggregation mixes distributions with different shapes.
02Prediction
Aggregate patterns should vanish at unit level.
03Refutation
Patterns preserved under disaggregation would remove the artefact.