معرفی
Michael Daniels is a Professor and Chair of the Department of Statistics at the University of Florida, holding the Andrew Banks Family Endowed Chair. He previously held faculty positions at the University of Texas at Austin, Iowa State University, and Carnegie Mellon University. He earned his Sc.D. in Biostatistics from Harvard University (1995) and A.B. in Applied Mathematics from Brown University (1991).
- University: University of Florida
- College: College of Liberal Arts and Sciences (CLAS)
- Department: Department of Statistics
His research focuses on Biostatistics, Bayesian methodology, and methodologies for longitudinal and causal inference, with applications in cardiovascular health, muscular dystrophy, and healthcare analytics. He has authored influential books like Bayesian Nonparametrics for Causal Inference and Missing Data (2023) and Missing Data in Longitudinal Studies (2008).
Key awards include the Lagakos Distinguished Alumni Award (Harvard) and L. Adrienne Cupples Award (Boston University). He has been funded by NIH grants since 2001 and leads collaborative research in chronic disease management, including studies on opioid use in elderly populations and Duchenne muscular dystrophy progression modeling.
- Grants & Collaborations:
- NIH-funded studies on muscle degeneration biomarkers
- Telemedicine and chronic pain management trials
- Development of clinical trial simulation tools for neuromuscular diseases
His work emphasizes Bayesian approaches to handle missing data and causal inference, with applied focus on improving healthcare outcomes through rigorous statistical methods.
