Awesome Open Source

Programming Languages

Search results for targeted learning tmle

targeted-learning x

6 search results found

Varimpact ⭐ 54

Variable importance through targeted causal inference, with Alan Hubbard

Superlearner Guide ⭐ 35

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

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

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

Atlantic Causal 2017 ⭐ 8

Targeted Learning entry in the Atlantic Causal Inference Conference's 2017 competition

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

Related Searches

R Targeted Learning (18)

Causal Inference Targeted Learning (18)

Causal Inference Tmle (10)

Variable Importance Targeted Learning (9)

Statistics Targeted Learning (9)

Targeted Learning Stochastic Interventions (7)

Treatment Effects Targeted Learning (6)

Machine Learning Tmle (5)

Robust Statistics Targeted Learning (4)

1-6 of 6 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.