romainkp / stremr Star 41 Code Issues Pull requests Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data machine-learning tmle survival grid-search propensity-scores censoring-events ipw-msm tuning-parameters targeted-learning time-varying-confounding Updated Feb 17, 2026 R
imalenica / medltmle Star 14 Code Issues Pull requests R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data tmle longitudinal-data mediation mediation-analysis ipw-msm time-varying-confounding causal-inference Updated Aug 6, 2022 R
AIMedLab / DSW Star 3 Code Issues Pull requests Code and Datasets for the paper "Estimating Individual Treatment Effects with Time-Varying Confounders", published on ICDM 2020. deep-learning time-varying-confounding electronic-health-record causal-inference sepsis individual-treatment-effects deep-sequential-weighting Updated Sep 5, 2020 Python
osmanmahic / Time-varying-propensity-scores-in-SCMMs Star 1 Code Issues Pull requests A GEE approach to time-varying treatment effects propensity-scores time-varying-confounding generalized-estimating-equations multinomial-logistic-regression Updated Feb 15, 2025
JuwelRana19 / tvcQGComp Star 1 Code Issues Pull requests Time-varying quantile g-computation (tvcQGComp) estimates joint effects of time-varying environmental mixtures on health outcomes. time-varying-confounding causal-inference time-varying environmental-mixture-exposures Updated Aug 4, 2026 R