e-value

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htlin222 / causal-tut

Clinical causal inference tutorial with R: DAGs, propensity scores, IPW, double robustness, TMLE, and E-values for observational studies and target trials

tutorial tmle biostatistics epidemiology propensity-scores causal-inference clinical-research revealjs quarto ipw observational-studies target-trial double-robustness e-value

Updated Mar 28, 2026
R

End-to-end Causal ML & measurement framework for clinical decisions: DoWhy + EconML Double ML estimate the true effect of early vasopressor timing on ICU mortality (MIMIC-IV), with a pre-registered GO/NO-GO governance gate, E-value sensitivity, refutation tests, auto model card/PDF reports, and a Streamlit CATE explorer.

python healthcare causal-inference clinical-ai dowhy mimic-iv double-machine-learning treatment-effect econml e-value

Updated Jul 26, 2026
Python

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e-value

Here are 2 public repositories matching this topic...

htlin222 / causal-tut

NITS-IIMA / causal-ehr-app

Add this topic to your repo