Areas of Research Expertise

Actuarial Science, Financial Modeling and Econometrics

Richard Gorvett
Roger Koenker
Hernando Ombao
Xiaofeng Shao
Alexei Stepanov

Bayesian Analysis and Latent Variable Modeling

Carolyn Anderson
Yuguo Chen
Jeffrey Douglas
Hua Chang
Feng Liang
Douglas Simpson
William Stout

Bioinformatics and Computational Biology

Yuguo Chen
Xuming He
Ping Ma
Sandra Rodriguez-Zas
Sheng Zhong

Biostatistics, Survival Analysis, Censored Data

Jeffrey Douglas
Xuming He
Ping Ma
Hernando Ombao
Steve Portnoy
Sandra Rodriguez-Zas
Douglas Simpson
Sheng Zhong

Computational Statistics and Statistical Algorithms

Yuguo Chen
Xuming He
Lawrence Hubert
Douglas Simpson
Sheng Zhong

 

Data Mining and Machine Learning

Yuguo Chen
Feng Liang
Ping Ma
John Marden
Maria Muyot
Hernando Ombao
Sandra Rodriguez-Zas
Michelle Wang
Sheng Zhong

Decision Theory, Optimality and Mathematical Statistics

Yuguo Chen
Xuming He
Feng Liang
John Marden
Adam Martinsek
Pierre Moulin
Walter Philipp
Steve Portnoy
Douglas Simpson

Design of Experiments, Measurement Instruments and Clinical Trials

Jeffrey Douglas
Adam Martinsek
Douglas Simpson

Dynamic Systems, Control Theory and Sequential Analysis

Yuguo Chen
Xiaofeng Shao
Adam Martinsek

Generalized Linear Models

Carolyn Anderson
Xuming He
Tim Liao
Maria Muyot
Sandra Rodriguez-Zas
Douglas Simpson

High-Dimensional Data and Multivariate Analysis

Xuming He
Ping Ma
John Marden
Pierre Moulin
Maria Muyot
Stephen Portnoy
Sandra Rodriguez-Zas
Douglas Simpson
William Stout
Y. Michelle Wang

Image Analysis and Functional Data Analysis

Lawrence Hubert
Ping Ma
Pierre Moulin
Hernando Ombao
Xiaofeng Shao
Y. Michelle Wang

 

Nonparametric Statistics and Quantile Regression

Xuming He
Roger Koenker
Feng Liang
John Marden
Pierre Moulin
Stephen Portnoy
William Stout

Probability Theory and Stochastic Processes

Yuguo Chen
Ditlev Monrad
Pierre Moulin
Walter Philipp
Steve Portnoy
William Stout

Psychometrics

Carolyn Anderson
David Budescu
Hua-hua Chang
Yuguo Chen
Xuming He
Lawrence Hubert
Jeffrey Douglas
William Stout

Semiparametric Modeling and Robust Inference

Jeffrey Douglas
Xuming He
Roger Koenker
Ping Ma
John Marden
Steve Portnoy
Douglas Simpson

Signal Processing and Time Series Analysis

Yuguo Chen
Roger Koenker
Pierre Moulin
Hernando Ombao
Xiaofeng Shao
Michelle Wang

Spatial-Temporal Statistics

George Gertner
Xiaofeng Shao
Y. Michelle Wang