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GitHub topics: confounder

py-why/causal-learn

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

Language: Python - Size: 27 MB - Last synced at: 11 days ago - Pushed at: 29 days ago - Stars: 1,334 - Forks: 213

Sanofi-Public/sharp-bounds-for-continuous-treatment-effects

Snapshot of the implementation used to generate figures and numerical results from the paper "Sharp Bounds for Continuous-Valued Treatment Effects with Unobserved Confounders", Baitairian et al. (2024).

Language: R - Size: 2.38 MB - Last synced at: about 16 hours ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

AlisonYao/Violence-Against-Women

CDAD-UH 1043EQ Data and Society | Fall 2021 | Final Project

Language: HTML - Size: 24.5 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

guhjy/vicar Fork of dcgerard/vicar

Various Ideas for Confounder Adjustment in Regression

Language: R - Size: 7.38 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

pni-lab/mlconfound-manuscript

Analysis code and Latex source of the manuscript describing the conditional permutation test of confounding bias in predictive modelling.

Language: Jupyter Notebook - Size: 86.2 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

opasche/ExtremalCausalModelling

Repository for the paper: "Causal Modelling of Heavy-Tailed Variables and Confounders with Application to River Flow".

Language: Jupyter Notebook - Size: 55.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0