Resources

Dynamic Treatment Regimens & Precision Medicine

• Statistical Methods for Dynamic Treatment Regimes — Bibhas Chakraborty & Erica E.M. Moodie
• Adaptive Treatment Strategies in Practice — Michael R. Kosorok & Erica E.M. Moodie
• Dynamic Treatment Regimes: Statistical Methods for Precision Medicine — Tsiatis, Davidian, Holloway & Laber

Semiparametric Statistics

• Semiparametric Theory and Missing Data — Anastasios A. Tsiatis

High-Dimensional Statistics

• Statistical Learning with Sparsity: The Lasso and Generalizations — Hastie, Tibshirani & Wainwright
• High-Dimensional Probability — Roman Vershynin
• High-Dimensional Statistics: A Non-Asymptotic Viewpoint — Martin J. Wainwright