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GitHub / jaabmar / kernel-test-bias
Implementation for the paper: "Hidden among subgroups: Detecting critical treatment effect bias in observational studies"
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaabmar%2Fkernel-test-bias
Stars: 1
Forks: 0
Open Issues: 0
License: mit
Language: Python
Repo Size: 32.2 KB
Dependencies:
9
Created: 2 months ago
Updated: 26 days ago
Last pushed: 26 days ago
Last synced: 26 days ago
Topics: causal-inference, epidemiology, healthcare, hidden-confounding, kernel-tests, machine-learning, observational-studies, randomized-trials, treatment-effect-estimation
Files
Dependencies
- flax ==0.7.5
- jax ==0.4.23
- jaxlib ==0.4.23
- numpy ==1.26.2
- optax ==0.1.7
- pandas ==2.1.4
- scikit-learn ==1.1.3
- scikit-uplift ==0.5.1
- scipy ==1.11.4