tmle topic

List tmle repositories

zEpid

136
Stars
33
Forks
Watchers

Epidemiology analysis package

varimpact

57
Stars
13
Forks
Watchers

Variable importance through targeted causal inference, with Alan Hubbard

drtmle

18
Stars
7
Forks
Watchers

Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests

survtmle

19
Stars
14
Forks
Watchers

Targeted Learning for Survival Analysis

stremr

38
Stars
8
Forks
Watchers

Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data

superlearner-guide

36
Stars
8
Forks
Watchers

SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.

ck37r

18
Stars
5
Forks
Watchers

R functions for project setup, data cleaning, machine learning, SuperLearner, parallelization, and targeted learning.

TMLE.jl

16
Stars
1
Forks
Watchers

A pure Julia implementation of the Targeted Minimum Loss-based Estimation