Research

Select papers (most recent listed first)

1. The limits of global inclusion in AI development

2. Modeling player and team performance in basketball

3. Seasonal and secular trends of cardiovascular, nutritional, and inflammatory markers in hemodialysis patients

4. Improving academic performance, belonging, and retention through an increased structure introductory biology course

5. A predictive model of patient readmission using combined ICD-9 codes as engineered features

6. Preconditions and multilevel models in studying post-surgical adverse outcomes

7. Prediction of post-surgical adverse outcomes using procedural data

8. Measures of entropy and changepoint analysis as predictors of post-surgical adverse outcomes

9. Time series forecasts and volatility measures as predictors of post-surgical death and kidney injury

10. Automated prediction of post-surgical adverse outcomes

I am interested in applications of statistics to medical data, machine learning fairness, survey methodology, classification problems, and sports statistics.

Peruse my public code on Github.