Faculty

Research Interests:

Spatial Statistics
Non-Stationary Random Fields
Multidimensional Density Estimation
Applications in Physics and Astronomy

Research Interests:

Time Series Analysis
Change-Point Problems
Econometrics
Applied Probability

Research Interests:

Categorical Data Analysis
Time Series
Nonparametric Regression
Applications of Statistics in the Health Services Research

Research Interests:

Bayesian Statistics
Statistical Computing
Hierarchical Modeling
Astrostatistics
Environmental Statistics 

Research Interests:

Discrete Data
Asymptotic Theory
Nonparametrics

Research Interests:

Causal Inference
Missing Data
Epidemiology

Research Interests:

Nonparametrics
Semiparametrics
Applications in Economics and in the Physical, Engineering and Biological Sciences 

Research Interests:

Survival Analysis
Joint Modeling in Biomedical Dynamic System
Modeling Animal Behavior
Evolutionary Ecology and Aging
Analysis of Cognitive Processing and Neural Spikes Train Data

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:

Nonparametric and Semiparametric Modeling Statistical Image and Signal Processing Applications in other scientific disciplines

Research Interests:

Functional Data Analysis
Semiparametric and Nonparametric Modeling
Biostatistics and Applications

Research Interests:

Statistical Analysis of Multivariate Data
Random Matrix Theory
Nonparametric Function Estimation
Asymptotic inference

Research Interests:

Statistical Genetics/Genomics
Linkage Analysis
High Dimension Data
Functional Data Analysis

Research Interests:

Nonparametric statistics
Stochastic Processes
Inference for High-Dimensional Data
Non-Stationary Time Series

Research Interests:

Mathematical Statistics
Reliability and Survival Analysis
Sampling Techniques
Bayesian Inference
Applications of Statistics in Education
Engineering and Public Health   

Research Interests:

Statistical and Scientific Computing
R/S Data Analysis Environments
Programming Language Design
Software Infrastructure and Engineering
Meta-programming
Dynamic graphics
Reproducible Research Tools
Statistical Education  

Research Interests:

Dimension Reduction
Functional / Longitudinal Data Analysis
Survival Analysis
Neuroimaging
Applications to Science