High dimensional data, Bioinformatics, Statistical Modeling, Model Selection
Kun Chen
Associate professor
Dimension Reduction, Variable Selection, Multivariate Analysis, Statistical Computing, Statistical Ecology,
Environmental Statistics, Bioinformatics, Public Health Applications
Ming-Hui Chen
Professor
Bayesian Statistical Methodology, Bayesian Computation, Categorical Data Analysis, DNA Microarray Data Analysis, Missing Data Analysis (EM, MCEM, and Bayesian), Monte Carlo Methodology, Prior Elicitation, Statistical Methodology for Prostate Cancer Data, Statistical Modeling, Survival data analysis, and Variable Selection
Zhiyi Chi
Professor
Applied Probability, Stochastic Processes, Large Deviations
Bayesian Computation, Survival Analysis, Nonparametric Bayesian Statistics, Software Reliability, Longitudinal Data
Analysis, Survey Sampling, Bioinformatics and Biostatistics
Victor Hugo Lachos
Professor
Linear/Non Linear Mixed-Effects Models, Generalized Linear Mixed Models, Skew-elliptical/Elliptical distributions, Time Series, Measurement error models, Semiparametric Models, Censored Regression Models, Spatial Models, Augmented Models
Suman Majumdar
Associate professor
Metrization of Weak Convergence, posterior asymptotics, psychometry, inference in SDEs
Nitis Mukhopadhyay
Professor
Survey sampling, Environmental Sampling, Clinical Trails, and Multivariate Data Analysis
Vladimir Pozdnyakov
Professor
Applied Probability and Statistics
Nalini Ravishanker
Professor
Time Series modeling, Times-to-events Analysis, Inference for Stable Processes, Signal Processing, Simultaneous Inference Procedures, Statistical Methods in Actuarial Science, Marketing, Environmental Engineering and Transportation Engineering
Elizabeth Schifano
Associate professor
Biostatistics, Statistical Genomics, High-dimensional Data Analysis, Variable Selection
Rick Vitale
Professor
Convex-geometric Methods in Probability and Statistics, Stochastic Geometry, Inequalities
Haiying Wang
Assistant professor
Incomplete data analysis, Model selection and model averaging, Nonparametric and semi-parametric regression, Optimum experimental design, Sub-sample methods for big data
Xiaojing Wang
Associate professor
Bayesian Modeling, Latent Variable Models and Item Response Models, State Space Models and Time Series Data Analysis, Gaussian Processes, Subgroup Analysis and Model Selection
Jun Yan
Professor
Dynamic Survival Models, Longitudinal Data Analysis, Spatial Statistics, Estimating Functions, Statistical Computing, Biostatistics, Public Health Applications, Econometrics
Yuping Zhang
Associate Professor
Statistical and Computational methods to address scientific problems in genomics, Systems Biology, and Complex Diseases
Yao Zheng
Assistant professor
Time series analysis, Dependent data, High-dimensional statistics, Econometrics, Tensor data analysis, Robust statistics, Statistical computing and optimization