About

Citation

This site is the interactive results companion to:

M. Ehsan Karim. Cross-Fitted Survey-Weighted TMLE with Design-Based Variance for Causal Machine Learning. Manuscript, 2026.

Code and data

• The estimator, simulation engine, and NHANES analysis code live in the public code repository, https://github.com/ehsanx/Survey-TMLE-codes.
• The numbers shown here are pre-computed and frozen: every plot and table is rebuilt from the CSVs in data/, which are snapshots of the manuscript’s result files (multiple imputation, \(m = 40\)).
• The manuscript and Web Appendix are the source of record. This site is a convenience layer; if any number here ever differs from the paper, the paper governs.
• Data source: the U.S. National Health and Nutrition Examination Survey (NHANES), publicly available from the National Center for Health Statistics.

How this site is built

A static Quarto website rendered to docs/ and served from GitHub Pages — no server, no live computation. See the README.md for the build and deploy steps.

Contact

M. Ehsan Karim — School of Population and Public Health, University of British Columbia, and Centre for Advancing Health Outcomes, St. Paul’s Hospital, Vancouver, Canada. ehsan.karim@ubc.ca

License

Code: MIT. Text and figures: CC BY 4.0.