Software
Open-source Stata packages for research data management, causal inference, and visualization.
Data Management
Scan wide-format code variables for pattern matches
Two-stage string compression via strL
Privacy-safe dataset documentation and Markdown data dictionaries
Convert inconsistent date strings to Stata dates
Batch convert SAS datasets to Stata
Transfer installed packages between systems via .do or .zip
Analysis
C-statistic for Cox survival models
Fine-Gray subdistribution hazard models for competing risks
G-computation formula via Monte Carlo simulation (includes gcomptab)
Inverse intensity of visit weighting (IIW, IPTW, FIPTIW) for irregular longitudinal data
Marginal structural models via IPTW for time-varying treatments
Missing value pattern analysis with visualizations
Propensity score diagnostics dashboard (overlap, balance, weights, support)
Time-Varying Data & Registries
Reporting & Visualization
CONSORT-style exclusion flowcharts (requires Python 3.7+)
Convert Stata SMCL/log files to HTML, Markdown, Word, LaTeX, Quarto, or PDF
Forest plots and coefficient plots from estimates or data
Publication-ready Kaplan-Meier survival curves with risk tables, CI bands, and median lines
Raincloud plots: density, scatter, and box elements
Longitudinal trajectory plots with group mean overlays
Publication-ready Excel tables (table1_tc, regtab, effecttab, stratetab, tablex)
Graph schemes from blindschemes and schemepack