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risk-difference

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DiogoRibeiro7 / ab-glm-abtest

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Production-style A/B testing with binomial GLMs (logit/probit): covariate adjustment, marginal ATE/risks, cluster-robust SEs, and Brier-score calibration.

python statistics reproducible-research calibration logistic-regression ab-testing causal-inference probit risk-ratio risk-difference covariate-adjustment randomized-experiments average-treatment-effect brier-score binomial-glm marginal-predictions cluster-robust-standard-errors user-level-clustering sandwich-se
  • Updated Apr 13, 2026
  • Python

makotoy56 / mimic-iv-nonicu-medication

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EHR-based observational analysis of adult non-ICU hospital admissions using MIMIC-IV. Evaluates early RAAS inhibitor exposure and in-hospital mortality with multivariable logistic regression, absolute risk estimation, and SAS-Python validation.

python bigquery sql biostatistics logistic-regression ehr observational-study clinical-research real-world-evidence portfolio-project risk-difference clinical-data-science clinical-epidemiology mimic-iv health-sciences drug-effectiveness medical-research
  • Updated May 11, 2026
  • Jupyter Notebook

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