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jle-robustness

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Use when a The Journal of Law and Economics (JLE) manuscript's headline estimate must be shown to survive specification, sample, jurisdiction, and inference choices before submission or in an R&R. Builds the robustness suite a law-and-economics referee expects; it does not establish the primary identification (jle-identification) or format the exhibits (jle-tables-figures).

Journal-of-Law-and-Economics-Skills/skills/jle-robustness/SKILL.md

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# Robustness Suite (jle-robustness)

## When to trigger

- The main estimate of a legal/regulatory effect is in hand and you must show it is not an artifact of one specification
- A referee asks "is this robust to alternative controls / sample / which jurisdictions / how you date the rule?"
- The result depends on a bandwidth, a clustering choice, a treatment date, or a sample of included jurisdictions that could be questioned
- You suspect specification-search concerns and want to pre-empt them

## The JLE robustness bar

JLE referees — economists who know the institution — probe whether the estimated effect of the rule is **stable, honestly inferred, and not the product of researcher degrees of freedom**, with special attention to **legal-design choices**: how you dated the rule, which jurisdictions you treated as controls, whether enforcement was uniform. Robustness here is not a wall of regressions; it is a **targeted set of checks each tied to a specific threat to the legal identification**. Map every plausible objection to the one check that answers it, and show the point estimate barely moves.

| Threat to the result | The check that answers it |
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