Research Interests: Dimension Reduction, Functional / Longitudinal Data Analysis, Survival Analysis, Neuroimaging, Applications to Science
Research interests: Design and analysis of genetic association studies, study of complex traits including cancer, survival analysis, modeling missing data and measurement error problems
Research Interests: Statistical Genetics/Genomics, Linkage Analysis, High Dimension Data, Functional Data Analysis
Research Interests: Functional Data Analysis, Fréchet Analysis of Random Objects (Distributions, Covariances, Networks), Applications (Longitudinal Studies, Brain Imaging, Growth and Development, Aging and Longevity)
Specialties/Focus: Systematic and Comparative Biology
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 Focus: Quantitative epidemiology (companion animals), non-experimental inference, epidemiologic methodology and analysis, epidemiology of environmental hazards of animals and humans, companion animal epidemiology, hospital-based surveillance methodology, cancer research
Research Interests: Analysis of data with complex structure (including repeated measures), longitudinal assessments with dropouts, and clustered data with informative cluster size.