Research

Research Interests

• • Biostatistics, Data Science, Machine Learning, Artificial Intelligence, Precision Medicine, Precision Health, Precision Operations

Research Activities

• • Journal Publications (Peer-Reviewed)
  • Working Papers:
    • Cho H, Holloway ST, and Kosorok MR (2020).  Multi-stage optimal dynamic treatment regimes for survival outcomes with dependent censoring.
    • Choudhury A and Kosorok MR (2020). Missing data imputation for classification problems.
    • Cui Y, Kosorok MR, Sverdrup E, Wager S, and Zhu R (2020). Estimating heterogeneous treatment effects with right-censored data via causal survival forests.
    • Lee D, Zhang K, and Kosorok MR (2017). Testing independence with the binary expansion randomized ensemble test.
    •  Leete OW, Kallus N, Hudgens MG, Napravnik S, and Kosorok MR (2019). Ballanced policy evaluation and learning for right censored data. 
    • Rose EJ, Laber EB, Davidian M, Tsiatis AA, Zhao Y-Q, and Kosorok MR (2019). Sample size calculations for SMARTs.

• • Books:
    • M. R. Kosorok (2008) Introduction to Empirical Processes and Semiparametric Inference. Springer: New York. Click here to download the first 14 chapters. Click here to see errata
    • M. R. Kosorok and E. E. M. Moodie (2016). Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine. ASA-SIAM Series on Statistics and Applied Probability, SIAM, Philadelphia, ASA, Alexandria, VA.
  • Other Publications (Non Peer Reviewed)

• • Grants

• • Software