Projects in Awesome Lists tagged with tmle
A curated list of projects in awesome lists tagged with tmle .
https://github.com/ck37/varimpact
Variable importance through targeted causal inference, with Alan Hubbard
causal-inference cv-tmle observational-study targeted-learning tmle variable-importance
Last synced: 26 Apr 2025
https://github.com/benkeser/drtmle
Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests
causal-inference ensemble-learning iptw statistical-inference tmle
Last synced: 16 Dec 2024
https://github.com/ck37/ck37r
R functions for project setup, data cleaning, machine learning, SuperLearner, parallelization, and targeted learning.
h2oai parallelization slurm superlearner targeted-learning tmle
Last synced: 22 Nov 2024
https://github.com/targene/tmle.jl
A Julia implementation of the Targeted Minimum Loss-based Estimation
causal-inference double-robust julia machine-learning non-parametric-statistics statistics targeted-learning tmle
Last synced: 10 Apr 2025
https://github.com/benkeser/survtmle
Targeted Learning for Survival Analysis
competing-risks ensemble-learning survival-analysis tmle
Last synced: 16 Dec 2024
https://github.com/benkeser/nlpred
Estimators of cross-validated prediction metrics with improved small sample performance
auc cross-validation estimating-equations machine-learning tmle
Last synced: 16 Dec 2024
https://github.com/benkeser/sievetrend
Tests for trends in vaccine efficacy by genetic distance
competing-risks hamming-distance sieve-analysis tmle vaccines
Last synced: 03 Apr 2025