/matching

Matched Sampling

Primary LanguageJupyter NotebookMIT LicenseMIT

matching

Matched Sampling for data selection and causal inference.

Concepts

For a quick understanding, please refer to notebooks/basic.ipynb.

For a deeper understanding, please refer to this nice review of matching method in causal inference: Stuart EA. Matching methods for causal inference: A review and a look forward. Stat Sci. 2010 Feb 1;25(1):1-21. doi: 10.1214/09-STS313. PMID: 20871802; PMCID: PMC2943670.

Setup

pip install -e . --user

Examples

Please check notebooks folder. These only make sense to XENON colleagues for now.