istallworthy/devMSMs

Tools for using marginal structural models (MSMs) to answer causal questions in developmental science.

Language: R - Size: 289 MB - Last synced: about 16 hours ago - Pushed: about 19 hours ago - Stars: 3 - Forks: 2

Kuan-Liu-Lab/bayesmsm

Language: R - Size: 408 KB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 0 - Forks: 0

Bingzw/causal_inference_from_scratch

run causal inference to detect the root causes

Language: Python - Size: 24.4 KB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 0 - Forks: 0

mspreafico/PosViolMSM

Positivity violations in marginal structural survival models with time-dependent confounding: a simulation study on IPTW-estimator performance.

Language: R - Size: 417 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

tlverse/causalglm

Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

Language: R - Size: 7.27 MB - Last synced: 2 months ago - Pushed: about 2 years ago - Stars: 17 - Forks: 0

awamaeva/R-package-trajmsm

The R package trajmsm is based on the paper Marginal Structural Models with Latent Class Growth Analysis of Treatment Trajectories: https://doi.org/10.48550/arXiv.2105.12720.

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tlverse/tmle3shift

🎯 :game_die: Targeted Learning of the Causal Effects of Stochastic Interventions

Language: R - Size: 472 KB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 14 - Forks: 1

nhejazi/talk_txshift

:speech_balloon: Talk on causal inference and variable importance with stochastic interventions under two-phase sampling

Language: TeX - Size: 4.5 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0