Discover CausalInference/gfoRmula-benchmark Open Source project

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R
License
MIT License
Created almost 5 years ago
Updated almost 5 years ago

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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"

gfoRmula

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.

149

GFORMULA-SAS

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

pygformula

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.

Python

Simulation-Scenarios-JAMA

code for article in JAMA

CompetingEvents_Young_SIM_2020

R Code used in https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.8471

CAUSALab_Papers

Software used for papers published by CAUSALab members

IV-Bounds

GFORMULA-RCT-SAS

MSM-SAS

pytruncreg

Estimation of Gaussian Truncated Regression Models

Python

Resource_Constrained_dynMSM_Simulation

volume-patient

Paper and code for volume-outcomes analysis among patients undergoing pancreatectomy

bariatric

Analytic code for bariatric analysis including synthetic data

CausalInference/gfoRmula-benchmark

CausalInference

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