This repository hosts the class projects for CPH 200B offered at UC Berkeley and UCSF in Spring 2024.
Tasks and Grading (click to expand)
ย- Task 1.1: Nonparametric Survival Analysis in Heart Failure [7 pts] ย
- Task 1.2: Survival Regression using the Cox PH Model [8 pts] ย
- Task 1.3: Developing an ML-based Survival Prediction Model [15 pts]
Tasks and Grading (click to expand)
ย- Task 2.1: Hypothesis Testing and Confounding [8 pts] ย
- Task 2.2: Estimating Average Treatment Effects [8 pts] ย
- Task 2.3: Estimating Heterogeneous Treatment Effects using Deep Counterfactual Regression [14 pts]