g-formula

There are 1 repository under g-formula topic.

zEpid
pzivich / zEpid
Epidemiology analysis package
epidemiology inverse-probability-weights risk-ratio epidemiology-analysis risk-difference g-formula ipw aipw g-computation tmle targeted-maximum-likelihood incidence-rate-ratio odds-ratio g-estimation data-science
Language:Python 134
adayim / causalMed
Causal Mediation analysis
iptw g-formula mediation-analysis
Language:R 7
ainaimi / pgf
pgf: R implementation of the parametric g-formula
r causal-inference g-formula
Language:R 5
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
Language:Python 3
noyant / research-project-dota2
This is the code repository as part of the 2022 Q4 edition of the Research Project of TU Delft.
dota2 tudelft-cse-research-project causal-inference g-formula
Language:Python 1
herdiantrisufriyana / gmethods
An implementation of g-methods
causal-inference g-estimation g-formula g-methods inverse-probability-weights
Language:R 0
guhjy / pgf
pgf: R implementation of the parametric g-formula
r g-formula
Language:R

pzivich / zEpid