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Top 3 tmle open source projects

Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests

✭ 14

r Makefile tmle iptw statistical-inference ensemble-learning causal-inference

Targeted Learning for Survival Analysis

✭ 18

r Jupyter Notebook tmle survival-analysis ensemble-learning competing-risks

Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data

✭ 33

r TeX machine-learning tmle survival grid-search propensity-scores censoring-events ipw-msm tuning-parameters targeted-learning time-varying-confounding

1-3 of 3 tmle projects