Research Interests: Spatial Statistics, Non-Stationary Random Fields, Multidimensional Density Estimation, Applications in Physics and Astronomy
Research Interests: Time Series Analysis, Change-Point Problems, Functional Data, High Dimensional Statistics
Research Interests: Nonparametric function estimation, model fitting/selection, image analysis, time series, discrete data.
Research Interests: Nonparametrics, Change-Point Problems, Categorical Data Analysis, High-Dimensional Inference
Research Interests: Causal Inference, Missing Data, Epidemiology
Research Interests:optimization, statistical machine learning, scalable data analytics.
Research Interests: Data Mechanics and Integrative Pattern Inferences on Complex Systems
Research Interests: Mixed Effects Modeling Including Linear and Generalized Linear Mixed Models, Asymptotics, Small-Area Estimation, Analysis of Longitudinal Data, Model Selection and Diagnostics