domains / families / research / cfe-identification

cfe-identification

separate

Use when the empirical identification strategy is the bottleneck for a Journal-of-Finance-and-Economics manuscript — quasi-experimental designs (DID incl. staggered, IV, RDD, DML, PSM, event study). Stress-tests the design before drafting tables.

When to use

• DID identification strategy
• Staggered DID diagnostics
• Instrumental variable design
• Regression discontinuity design
• Propensity score matching
• Double machine learning
• Event study analysis
• Causal identification stress-testing

When not to use

• Drafting tables
• Mechanism analysis
• Theoretical modeling
• Literature review

Skill page

Source