Machine learning

• Automatic feature selection and engineering with MARS
• Interpretable machine learning

Multiomics data integration

• Multiomics cancer data analysis

Regression

• Robust regression for noisy biological data
• Linear regression diagnostics

Causal inference

• Causal inference with observational data using propensity score matching
• Triplet matching: propensity score matching with 3 groups

Bayesian statistics

• Introduction to Bayesian statistics