marginal-structural-models

There are 8 repositories under marginal-structural-models topic.

  • tlverse/causalglm

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

    Language:R24310

  • tlverse/tmle3shift

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

    Language:R175111

  • 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.

    Language:R4201

  • istallworthy/devMSMs

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

    Language:R3202

  • Kuan-Liu-Lab/bayesmsm

    An R package for Bayesian Marginal Structural Models

    Language:R1150

  • mspreafico/PosViolMSM

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

    Language:R1100

  • nhejazi/talk_txshift

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

    Language:TeX140

  • Bingzw/causal_inference_from_scratch

    run causal inference to detect the root causes

    Language:Python0100