People

Research Interests: New algorithms for clustering post-genomic data, Powerful geometric methods for processing image data and for comparisons of 3D-images in a high-throughput manner, Efficient and robust solvers of partial differential equations to understand the solvation and thermodynamics of drug targets

Research Interests: Statistical Learning, Signal and Image Processing, Generalized Fiducial Inference, Applications in other scientific disciplines

Research Interests: high-dimensional statistics, statistical machine learning, optimization, and signal processing.

Research Interests: multilevel and latent variable models, longitudinal and clustered data analysis, and the evaluation of screening and diagnostic tests

Specialties/Focus: Systematic and Comparative Biology

Research Interests: Causal Inference, Data Fusion, Agent-Based Models, Infectious Disease Epidemiology

Research Interests: Functional Data Analysis, Fréchet Analysis of Random Objects (Distributions, Covariances, Networks), Applications (Longitudinal Studies, Brain Imaging, Growth and Development, Aging and Longevity)

Research Emphasis: comparative effectiveness research in cancer, causal inference methods, and application of mathematical models with observational data for the prediction of patient outcomes

Research Interests: Statistical Analysis of Multivariate Data, Random Matrix Theory, Nonparametric Function Estimation, Asymptotic inference