Default Final Project
Estimation of the Warfarin Dose
Due Date: Wednesday March 20 at 11:59pm PST
See course webpage for the late day policy.
This project is motivated by the challenge of Warfarin dosing, and considers a simplification of this important problem, using real data. The goal of this project is to explore the performance of multi-armed bandit algorithms to choose the best dosage of Warfarin for a patient.
Please find the write up here.
Please find the additional material here.
- International Warfarin Pharmacogenetics Consortium. "Estimation of the Warfarin Dose with Clinical and Pharmacogenetic Data." New England Journal of Medicine
- Bastani, Hamsa, and Mohsen Bayati. "Online Decision-Making with High-Dimensional Covariates." (2015).