pith:SJZMNSRN
On the Impossibility of Specification Testing of Interference Models Based on Exposure Mappings
Any specification test for an exposure mapping model has worst-case Type I and Type II errors summing to one when it must have power against larger models
arxiv:2605.09726 v2 · 2026-05-10 · math.ST · stat.ME · stat.TH
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\pithnumber{SJZMNSRNSNP5HPHKGE2WXGUCNM}
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Claims
any specification test for an exposure mapping model which aims to have power against a larger exposure mapping model has worst-case Type I and Type II errors that sum to one
The test is required to have power against a larger exposure mapping model without further restrictions on the alternative class; the result holds under uniformly bounded outcomes and randomized experiments.
Any specification test for an exposure mapping model with power against a larger exposure mapping model has worst-case Type I and Type II errors summing to one; informative tests require restricting the alternative class, as shown by a consistent test for no-interference versus network linear-in-ans
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| First computed | 2026-06-05T01:15:25.352376Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
9272c6ca2d935fd3bcea31356b9a826b2b91413fe05d618e74d503b06e632a5d
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Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SJZMNSRNSNP5HPHKGE2WXGUCNM \
| jq -c '.canonical_record' \
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# expect: 9272c6ca2d935fd3bcea31356b9a826b2b91413fe05d618e74d503b06e632a5d
Canonical record JSON
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