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Causal Inference Guide Index

All 16 guides in this category.

Panel Diagnostics in Stata: xtdescribe, xtsum, and Balance Checks

17 min read

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

21 min read

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

21 min read

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

21 min read

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

21 min read

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

21 min read

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

21 min read

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

21 min read

Implement event study stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.

Parallel Trends in Stata: Diagnostics, Placebos, and Visual Checks

21 min read

Implement parallel trends test stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.

Synthetic Control in Stata: Data Prep, Weights, and Placebos

21 min read

Implement synthetic control stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.

Regression Discontinuity in Stata: Bandwidth, Bins, and Reporting

21 min read

Implement regression discontinuity stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.

PSM in Stata: Matching Workflow with Balance Diagnostics

21 min read

Implement propensity score matching stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.

Treatment Effects in Stata: RA, IPW, AIPW Patterns

21 min read

Implement teffects stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.

IPW in Stata: Stabilized Weights, Trimming, and Diagnostics

21 min read

Implement inverse probability weighting stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.

Instrumental Variables in Stata: Concept, Code, and Diagnostics

21 min read

Implement instrumental variables stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.

Dynamic Panels in Stata: xtabond2 and Instrument Discipline

21 min read

Implement xtabond2 stata in Stata with identification-first setup, diagnostics, and reporting standards used in applied research.