domains / families / research / cte-identification

cte-identification

separate

Use when the empirical identification strategy is the bottleneck for a 《财贸经济》 manuscript — fiscal / tax / financial / trade policy shocks and firm- / city- / bank-level quasi-experimental designs (DID, IV, RDD, DML). Stress-tests the design and the policy endogeneity before drafting tables. 本技能服务于《财贸经济》(Finance & Trade Economics, CTE)。

When to use

• fiscal / tax / financial / trade policy shocks
• firm- / city- / bank-level quasi-experimental designs
• DID, IV, RDD, DML
• stress-tests the design and the policy endogeneity

When not to use

• pure descriptive statistics + OLS for causal conclusions
• treating non-random policy allocation as exogenous shocks
• TWFE + staggered without discussing heterogeneous treatment bias
• IV using historical/geographic variables without arguing no other channels
• RDD without density tests
• claiming endogeneity control solely by using machine learning

Skill page

Source