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GitHub topics: doubly-robust-inference

rickmer-schulte/Pretrained-Causal-Adjust

Code for the ICML 2025 paper: "Adjustment for Confounding using Pre-Trained Representations"

Language: Jupyter Notebook - Size: 699 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

Larsvanderlaan/calibratedDML

calibratedDML: Doubly robust inference via calibration

Language: HTML - Size: 213 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 2

zhangyk8/npDRDeriv

Nonparametric Doubly Robust Inference on Dose-Response Curve and its Derivative

Language: Jupyter Notebook - Size: 1.08 GB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

Related Keywords
doubly-robust-inference 3 causal-inference 2 deep-learning 1 pre-trained-models 1 treatment-effects 1 aipw 1 calibration 1 debiased-machine-learning 1 double-robust 1 targeted-learning 1 dose-response-function 1 kernel-smoothing 1