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Faculty Research Interests

Faculty

Research Interests

Ahn, Jeongyoun

High dimension low sample size problems, Statistical learning

Bai, Ray (Shuyang)

Probability: Limit theorems, Self-similar processes, Wiener chaos, Statistics: Long-range dependence, Time series, Resampling

Billard, Lynne

Symbolic Data, Epidemic Theory , AIDS , Time Series , Sequential Analysis

Chen, Xianyan

Dimension Reduction, Optimization, Statistical Consulting

Datta, Gauri

Small Area Estimation , Survey Sampling , Baysian Analysis , Bayes-Frequentist Interface , Likelihood Inference , Multivariate Analysis , Asymptotics , Linear Models , Development of Non-subjective Priors

Hall, Daniel

Generalized Linear and Nonlinear Regression Models, Analysis of Clustered Data, Mixture Models

Ji, Pengsheng

Social Networks, Machine Learning, Rare and Weak Signals in Big Data, Quantitative Evaluation of Academic Research, Variable/Feature Selection

Liu, Liang

My research interests include phylogenetics, modeling biological data, statistical analysis of molecular data, and parallel computing. I am particularly interested in reconstructing species phylogenies from multilocus sequences., I and my colleagues have developed several phylogenetic methods for estimating the evolutionary history of species.

Ma, Ping

Bioinformatics, Functional Data Analysis, Geophysics

Mandal, Abhyuday

Design of Experiments, Applied Statistics, Optimization and Genetic Algorithms

Park, Cheolwoo

Multiscale Analysis, Nonparametric Function Estimation, Statistical Learning

Reeves, Jaxk

Statistical Consulting, Phlylogenetics, Climate Modeling

Schliekelman, Paul

Gene Mapping of Complex Traits, Mathematical Models of Evolution, Statistical Approaches in Proteomics

Seymour, Lynne

Properties and applications of seasonal time series, Applying image models to social networks, Properties of the maximum pseudo-likelihood estimate for Markov random fields

Sriram, T.N.

Sequential estimation, branching processes , bootstrap , adaptive designs , linear and nonlinear time series

Xiao, Qian

Computer Experiments (space-filling design, Lating hypercube design), Experimental Designs (orthogonal array, supersaturated design), Drug Combination Experiments, Modeling (Kriging model, Sparse model), Big Data Technique

Zhong, Wenxuan

Bioinformatics, Big Data Analysis

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