- Developing Bayesian adaptive clinical trial design for finding an optimal treatment under multiple outcomes- Developing novel Bayesian adaptive randomization algorithm that is robust to serial correlation- Designed Bayesian adaptive clinical trial design for finding an optimal treatment for an individual among many options- Proposed new approach to analyze multivariate, observational data for N-of-1 designs using Bayesian Networks- Investigated the effect of a physical activity intervention on daily sedentary behavior in an elderly population using functional data analysis

- Performed large scale simulation studies on a high-performance computer to assess modern Bayesian basket trial designs (hierarchical models). Quantified model robustness to misspecification.- Developed extendable framework in R for others to compare new designs not originally considered in my project

Helped develop new recommendations for the number of observation days needed for physical activity endpoints (published)Analyzed cohort data to study association between stroke and changes in physical activity and sedentary behavior (published)Analyzed national survey data to study association between occupational standing and exertion on pain (published)