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// Example: Automating a Word Document Report putdocx begin putdocx paragraph, style("Heading1") putdocx text ("Automated Analysis Report") putdocx paragraph putdocx text ("The calculated mean baseline value is ") summarize baseline_var, meanonly putdocx text (string(r(mean), "%9.2f")), bold putdocx save report.docx, replace Use code with caution. 2. Graph Themes and Customization

If your research relies on Difference-in-Differences, synthetic controls, or instrumental variables, the new causal inference library saves weeks of custom coding.

The statistical portfolio of Stata 18 expands deeply into causal inference, meta-analysis, and Bayesian modeling.

Pass large DataFrames between Python (pandas) and Stata frames instantly using shared memory protocols, bypassing slow CSV export/import steps.