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GitHub / CausalInference / pygformula

The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-varying treatments and confounders to estimate the risk or mean of an outcome under hypothetical treatment strategies specified by the user.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CausalInference%2Fpygformula

Stars: 13
Forks: 1
Open Issues: 0

License: mit
Language: Python
Repo Size: 8.31 MB
Dependencies: 12

Created: 5 months ago
Updated: 16 days ago
Last pushed: 16 days ago
Last synced: 15 days ago

Topics: causal-inference, g-formula, parametric-models

Files
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    Readme
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    Dependencies
    requirements.txt pypi
    setup.py pypi
    docs/requirements.txt pypi