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    19 repositories

    • SEQuential

      Public
      Estimation of the observational analogs of the intention-to-treat and per-protocol effects of hypothetical treatment strategies
      biostatisticsepidemiologyr-packagecausal-inferenceinitiatorsper-protocolintention-to-treatas-treated
      R
      •
      MIT License
      •0•2•1•0•Updated Sep 5, 2025Sep 5, 2025

    • gfoRmulaICE

      Public
      Implements iterative conditional expectation (ICE) estimators of the plug-in g-formula
      R
      •
      Other
      •3•9•2•0•Updated Jul 7, 2025Jul 7, 2025

    • gfoRmula

      Public
      The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-varying treatments and confounders to estimate the risk or mean of an outcome under hypothetical treatment strategies specified by the user.
      R
      •69•178•3•2•Updated May 30, 2025May 30, 2025

    • pygformula

      Public
      The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-varying treatments and confounders to estimate the risk or mean of an outcome under hypothetical treatment strategies specified by the user.
      causal-inferenceg-formulaparametric-models
      Python
      •
      MIT License
      •5•30•5•0•Updated Mar 16, 2025Mar 16, 2025

    • CAUSALab_Papers

      Public
      Software used for papers published by CAUSALab members
      R
      •3•10•0•0•Updated Sep 30, 2024Sep 30, 2024

    • bariatric

      Public
      Analytic code for bariatric analysis including synthetic data
      R
      •1•3•0•0•Updated Sep 26, 2024Sep 26, 2024

    • GFORMULA-SAS

      Public
      The GFORMULA macro implements the parametric g-formula in SAS. The parametric g-formula (Robins, 1986) uses longitudinal data with time-varying treatments and confounders to estimate the risk or mean of an outcome under hypothetical treatment strategies specified by the user.
      SAS
      •
      MIT License
      •17•36•1•0•Updated Sep 17, 2024Sep 17, 2024

    • pytruncreg

      Public
      Estimation of Gaussian Truncated Regression Models
      Python
      •
      MIT License
      •0•2•0•0•Updated Jul 31, 2024Jul 31, 2024

    • CausalCaseControl

      Public
      SAS
      •0•0•0•0•Updated Jan 10, 2024Jan 10, 2024

    • MSM-SAS

      Public
      SAS
      •
      MIT License
      •5•5•0•0•Updated May 26, 2022May 26, 2022

    • Case_Crossover_Simulations

      Public
      0•0•0•0•Updated Oct 24, 2021Oct 24, 2021

    • volume-patient

      Public
      Paper and code for volume-outcomes analysis among patients undergoing pancreatectomy
      R
      •0•1•0•0•Updated Oct 8, 2021Oct 8, 2021

    • Resource_Constrained_dynMSM_Simulation

      Public
      R
      •
      MIT License
      •0•1•0•0•Updated Mar 22, 2021Mar 22, 2021

    • NullParadox

      Public
      R
      •
      MIT License
      •0•0•0•0•Updated Feb 13, 2021Feb 13, 2021

    • Simulation-Scenarios-JAMA

      Public
      code for article in JAMA
      R
      •5•6•0•0•Updated Mar 6, 2020Mar 6, 2020

    • gfoRmula-benchmark

      Public
      Code and data used in the benchmark in "gfoRmula: An R package for estimating the effects of sustained treatment strategies via the parametric g-formula"
      R
      •
      MIT License
      •3•8•0•0•Updated Feb 11, 2020Feb 11, 2020

    • CompetingEvents_Young_SIM_2020

      Public
      R Code used in https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.8471
      R
      •
      MIT License
      •3•6•0•0•Updated Jan 29, 2020Jan 29, 2020

    • IV-Bounds

      Public
      SAS
      •2•3•0•0•Updated Dec 20, 2019Dec 20, 2019

    • GFORMULA-RCT-SAS

      Public
      SAS
      •1•3•0•0•Updated Jun 19, 2019Jun 19, 2019