Bayesian Statistics, Machine Learning, High-dimensional Variable Selection, Bioinformatics.

Undergraduate Education, Curriculum Development

Statistics education, undergraduate education

Adaptive sequential design, Chemometrics, Clinical trials, Statistical immunology

Bayesian Analysis, Small Area Estimation, Survival Analysis, Sampling Survey and Spatio-temporal models

Biostatistics

Bayesian methodology, Environmental and ecological statistics, Machine learning, Official statistics, Spatial Statistics, Spatio-temporal models, Survey methodology.

Interdisciplinary Statistics, Nonparametric Inference, Categorical Data Analysis, Public Health Statistics, Statistical Education

Multi-source data analysis (distributed/federated learning), Transfer learning, Data-adaptive sampling for massive datasets, Multivariate analysis, High-dimensional statistics, Dimension reduction, Variable selection.

Biostatistics

Spatial and spatiotemporal modeling, Computational methods for large datasets, Environmental applications, High-dimensional data analysis, Microbiome data analysis, Robust statistical methods 

Undergraduate Research, Urn randomization, Sample size selection.

Bayesian methods of estimation and computation, Multivariate analysis, Spatial Temporal Statistics, Point Process Theory and Applications.

Applied statistics, experimental designs, industrial data analysis, quality and reliability engineering, predictive modeling, and system health monitoring/prognostics

Nonparametric Curve Estimation, Bayesian Nonparametrics, Bayesian Computation, Applications to Cognitive Research in Psychology

AIDS and Cancer Research, Biostatistics, Survival Analysis, Longitudinal Data Analysis, Chemometrics.

Bayesian Statistics, Noninformative Priors, Space-Time Modelling.

Interdisciplinary Statistics, Social Science Statistics, Resampling Methods.

Spatio-temporal models, climatology, meteorology, oceanography, dynamical models, Bayesian hierarchical methods, deep learning, reinforcement learning, sports statistics, wildfire modeling, environmental and ecological statistics.

Order Restricted Inference, Stochastic Processes

Extreme Value Theory, Spatial Extremes, Bayesian Hierarchical Models, Weather Processes and Climatology, Deep Learning.