Projects in Awesome Lists tagged with marginal-structural-models
A curated list of projects in awesome lists tagged with marginal-structural-models .
https://github.com/tlverse/causalglm
Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning
causal-inference causal-learning data-science generalized-linear-models heterogeneous-treatment-effects high-dimensional-inference interpretable-machine-learning machine-learning marginal-structural-models nonparametric-statistics projection r r-package relative-risk-regression robust-statistics semiparametric-estimation statistics targeted-learning treatment-effects working-model
Last synced: 19 Feb 2026
https://github.com/tlverse/tmle3shift
🎯 :game_die: Targeted Learning of the Causal Effects of Stochastic Interventions
causal-inference machine-learning marginal-structural-models stochastic-interventions targeted-learning treatment-effects variable-importance
Last synced: 19 Feb 2026
https://github.com/istallworthy/devMSMs
Tools for using marginal structural models (MSMs) to answer causal questions in developmental science.
causal-inference inverse-probability-weights marginal-structural-models
Last synced: 29 Mar 2025
https://github.com/nhejazi/talk_txshift
:speech_balloon: Talk on causal inference and variable importance with stochastic interventions under two-phase sampling
causal-inference censored-data inverse-probability-weights machine-learning marginal-structural-models stochastic-interventions targeted-learning variable-importance
Last synced: 20 Mar 2026
