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Address P3: separate documented deviations from runtime limitations
Move CallawaySantAnna conservative plug-in IF entry into its own "Documented Deviations" subsection (supported path, not an error). Runtime limitations intro now accurately describes only error-raising items. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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docs/survey-roadmap.md

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@@ -274,11 +274,21 @@ deferred to the consolidated list below:
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## Deferred Work (Consolidated)
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### Documented Deviations
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These are supported paths that use a conservative or simplified approach
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rather than the theoretically optimal one. They do not raise errors.
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| Estimator | Deviation | Details |
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|-----------|-----------|---------|
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| CallawaySantAnna | `reg`+covariates uses conservative plug-in IF | Efficient DRDID nuisance IF correction deferred; see REGISTRY.md |
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### Runtime Limitations
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All items below raise an error when attempted (`NotImplementedError` or
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`ValueError` depending on the estimator), with a message describing the
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limitation. This is a summary of the major remaining survey limitations.
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See also `TODO.md` for general tech debt items (e.g., multi-absorb +
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survey weights).
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limitation. See also `TODO.md` for general tech debt items (e.g.,
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multi-absorb + survey weights).
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### Replicate Weights Not Supported
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| TROP | No published theory on replicate weights + nuclear norm regularization |
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| BaconDecomposition | Diagnostic tool with no inference — replicate weights don't apply |
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### CallawaySantAnna Survey Limitations
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| Limitation | Reason |
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|-----------|--------|
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| Efficient DRDID nuisance IF for `reg`+covariates | Code uses conservative plug-in IF; efficient correction deferred (see REGISTRY.md) |
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### EfficientDiD Survey Limitations
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| Limitation | Reason |

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