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Causal Inference Research Lab

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  1. Bayesian-g-formula Bayesian-g-formula Public

    Code from paper "A Bayesian approach to the g-formula"

    Stan 8

  2. datamovies datamovies Public

    SAS 1 1

  3. Gformula-tutorial Gformula-tutorial Public

    Code for paper: "The parametric G-formula for time-to-event data: towards intuition with a worked example"

    SAS 3

  4. SuperLearnerMacro SuperLearnerMacro Public

    Super learner: super learning (stacking) in the SAS system

    SAS 1 2

  5. 12MLquestions 12MLquestions Public

    Code to accompany the manuscript "13 Questions About Using Machine Learning in Causal Research (You Won’t Believe the Answer to Number 10!)"

    SAS 2

  6. SuPyLearner SuPyLearner Public

    Forked from lendle/SuPyLearner

    An implementation of the SuperLearner algorithm in Python based on scikit-learn. (py3 compatible)

    Python 1

Repositories

Showing 10 of 11 repositories
  • Gformula-tutorial Public

    Code for paper: "The parametric G-formula for time-to-event data: towards intuition with a worked example"

    CIRL-UNC/Gformula-tutorial’s past year of commit activity
    SAS 3 0 0 0 Updated Nov 1, 2024
  • population-attributable-fractions Public
    CIRL-UNC/population-attributable-fractions’s past year of commit activity
    R 0 GPL-3.0 0 0 0 Updated Oct 14, 2023
  • datamovies Public
    CIRL-UNC/datamovies’s past year of commit activity
    SAS 1 GPL-3.0 1 0 0 Updated May 9, 2023
  • github-for-epidemiologists Public archive Forked from mwklose/github-for-epidemiologists

    For the "GitHub for Epidemiologists" workshop on 2023-03-31.

    CIRL-UNC/github-for-epidemiologists’s past year of commit activity
    Rebol 0 MIT 3 0 0 Updated Mar 31, 2023
  • CausalBot Public

    I retweet #CausalTwitter

    CIRL-UNC/CausalBot’s past year of commit activity
    Julia 1 GPL-3.0 1 0 0 Updated Apr 21, 2022
  • bgf_airtoxics Public

    Code to accompany the paper "Bayesian G-Computation to Estimate Impacts of Interventions on Exposure Mixtures: Demonstration with Metals from Coal-fired Power Plants and Birthweight"

    CIRL-UNC/bgf_airtoxics’s past year of commit activity
    Julia 1 GPL-3.0 0 0 0 Updated Apr 19, 2021
  • 12MLquestions Public

    Code to accompany the manuscript "13 Questions About Using Machine Learning in Causal Research (You Won’t Believe the Answer to Number 10!)"

    CIRL-UNC/12MLquestions’s past year of commit activity
    SAS 2 GPL-3.0 0 0 0 Updated Mar 17, 2021
  • HybridDesignVisualsWorkshop Public

    Materials for: An introduction to transporting treatment effects from randomized clinical trials to clinical practice (SER 2020 pre-conference workshop)

    CIRL-UNC/HybridDesignVisualsWorkshop’s past year of commit activity
    R 0 0 0 0 Updated Jan 8, 2021
  • SuperLearnerMacro Public

    Super learner: super learning (stacking) in the SAS system

    CIRL-UNC/SuperLearnerMacro’s past year of commit activity
    SAS 1 GPL-3.0 2 0 0 Updated Jul 20, 2020
  • Bayesian-g-formula Public

    Code from paper "A Bayesian approach to the g-formula"

    CIRL-UNC/Bayesian-g-formula’s past year of commit activity
    Stan 8 0 0 0 Updated May 15, 2020
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