Causal Inference Pillar
DiD, event studies, IV, RD, weighting, and design diagnostics.
Start Here
Panel Diagnostics in Stata: xtdescribe, xtsum, and Balance Checks
Implement xtdescribe stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.
2SLS in Stata: ivregress 2sls with Required Diagnostics
Implement ivregress 2sls stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.
ivreg2 in Stata: Robust IV Workflow and Reporting Standards
Implement ivreg2 stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.
Weak Instruments in Stata: First-Stage F, KP, and Reporting
Implement weak instrument test stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.
Few Clusters in Stata: Better Inference with Clustered SE Limits
Implement cluster few clusters stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.
Difference-in-Differences in Stata with didregress
Implement didregress stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.
Staggered Adoption DiD in Stata: csdid Workflow and Event Plots
Implement csdid stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.
Event Study in Stata: Leads/Lags with Factor Variables
Implement event study stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.