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1. clinical-trial-survival-analysis clinical-trial-survival-analysis Public

   Survival analysis of the GBSG2 breast-cancer trial (Kaplan-Meier, log-rank, Cox PH) implemented in Python, R, and SAS.

   Jupyter Notebook

2. differential-gene-expression differential-gene-expression Public

   RNA-seq case-control differential expression: PCA, per-gene testing with FDR correction, volcano plot, validated on synthetic data.

   Jupyter Notebook

3. dose-response-ic50-analysis dose-response-ic50-analysis Public

   Dose-response analysis and IC50 determination (4PL curve fitting, Z'-factor assay QC) in Python and R.

   Jupyter Notebook

4. experimental-design-inference experimental-design-inference Public

   Applied biostatistics: a-priori power analysis, ANOVA, Tukey HSD post-hoc, and effect sizes on a multi-arm study.

   Jupyter Notebook

5. hospital-readmission-prediction hospital-readmission-prediction Public

   Predicting 30-day hospital readmission for diabetic patients (UCI 130-hospitals, 100k+ encounters) with scikit-learn.

   Jupyter Notebook

6. medical-sales-churn-forecasting medical-sales-churn-forecasting Public

   B2B medical-device account churn prediction and Holt-Winters revenue forecasting on reproducible synthetic data.

   Jupyter Notebook