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: lack-of-fit tests, cure models (including survival analysis), semiparametric and nonparametric regression, generalized linear models, longitudinal data analysis, statistical methodology for genetic data, large sample theory and design of clinical trials.
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