Faculty

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

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

Research Interests: Disease biomarkers, quantitative genetics, post- genomics, and statistical and research methodology

Research Interests: Mixed Effects Modeling Including Linear and Generalized Linear Mixed Models, Asymptotics, Small-Area Estimation, Analysis of Longitudinal Data, Model Selection and Diagnostics

Research Interests: Data Mechanics and Integrative Pattern Inferences on Complex Systems

Research Focus: Methods to analyze change, intra-individual variability, techniques to model dyadic interactions associated with reasoning and reading achievement from childhood to adolescence, how intra-individual dynamical information can be retained and used to explain inter-individual differences across a population.

Research Interests: Survival Analysis, Cost-effectiveness Analysis, Personalized Treatment, Longitudinal data analysis, Missing Data, Causal Inference.

Research Interests: Nonparametric function estimation, model fitting/selection, image analysis, time series, discrete data.

Research Interests: clinical trials and observational studies, medical cost and cost-effectiveness analysis, prediction and screening modeling

Research Focus: calf health, adult cattle health, Shiga-toxin producing E.coli shedding in dairy cattle, Human euthanasia of cattle