domains / families / research / finman-empirical-design

finman-empirical-design

separate

Use when the sample construction, variable measurement, panel structure, or inference of a Financial Management (FM) manuscript is fragile — before identification can be trusted or exhibits finalized. Hardens the data layer; it does not establish the causal claim (finman-identification) or run robustness (finman-robustness).

When to use

• sample construction
• variable measurement
• panel structure
• inference
• attrition table
• point-in-time discipline
• clustering justification
• merge integrity

When not to use

• establishing causal claims
• running robustness checks

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