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g-formula

Here are 7 public repositories matching this topic...

zEpid

pzivich / zEpid

Epidemiology analysis package

data-science tmle epidemiology odds-ratio g-formula risk-ratio ipw inverse-probability-weights epidemiology-analysis risk-difference aipw g-computation targeted-maximum-likelihood incidence-rate-ratio g-estimation

Updated May 7, 2023
Python

CausalInference / 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.

causal-inference g-formula parametric-models

Updated Nov 15, 2024
Python

adayim / causalMed

Causal Mediation analysis

iptw mediation-analysis g-formula

Updated Feb 16, 2022
R

ainaimi / pgf

pgf: R implementation of the parametric g-formula

r causal-inference g-formula

Updated Jan 11, 2019
R

noyant / research-project-dota2

This is the code repository as part of the 2022 Q4 edition of the Research Project of TU Delft.

dota2 causal-inference g-formula tudelft-cse-research-project

Updated Jun 25, 2022
Python

herdiantrisufriyana / gmethods

An implementation of g-methods

causal-inference g-formula inverse-probability-weights g-estimation g-methods

Updated Feb 13, 2021
R

guhjy / pgf

pgf: R implementation of the parametric g-formula

r g-formula

Updated Mar 21, 2017
R

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