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13 search results found

Varimpact ⭐ 54

Variable importance through targeted causal inference, with Alan Hubbard

Tlverse Handbook ⭐ 51

🎯 📕 Targeted Learning in R: A Causal Data Science Handbook

📦 Non-parametric Causal Effects Based on Modified Treatment Policies 🔮

🎯🎓 Generalized Targeted Learning Framework

📦 🎲 R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling

Tmle3shift ⭐ 11

🎯 🎲 Targeted Learning of the Causal Effects of Stochastic Interventions

Causalglm ⭐ 11

Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

Medoutcon ⭐ 10

📦 R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects

Atlantic Causal 2017 ⭐ 8

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

Tmle3mopttx ⭐ 7

🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention

📦 🎲 R/medshift: Causal Mediation Analysis for Stochastic Interventions

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

Tmlecommunity ⭐ 5

Targeted Maximum Likelihood Estimation for Hierarchical Data

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