目次

Part I: Personalized Medicine.- 1 Targeted Learning of Optimal Individualized Treatment Rules under Cost Constraints.- 2 Uses of Mixture Normal Distribution in Genomics and Otherwise.- 3 Personalized Medicine – Design Considerations.- 4 Adaptive Biomarker Subpopulation and Tumor Type Selection in Phase III Oncology Trials.- 5 High Dimensional Data in Genomics.- Part II:  Novel Applications.- 6 Synergy or Additivity - The Importance of Defining the Primary Endpoint.- 7 Full Bayesian Adaptive Dose Finding using Toxicity Probability Interval (TPI).- 8 Alpha-recycling for the Analyses of Primary and Secondary Endpoints of Clinical Trials.- 9 Expanded Interpretations of Results of Carcinogenicity Studies of Pharmaceuticals.- 1 Clinical Trials in Orphan Drug Development.- 11 Mediation Modeling in Randomized Trials with Non-normal Outcome Variables.- 12 Statistical Considerations in Using Images in Clinical Trials.- 13 Interesting Applications over 30 Years of Consulting.- 14 Uncovering Fraud, Misconduct and Other Data Quality Issues in Clinical Trials.- 15 Development and Evaluation of High Dimensional Prognostic Models.- 16 Design and Analysis of Biosimilar Studies.