
Research Interests
- High-dimensional, “big data” modeling
- Functional data analysis

Dikran Karagueuzian
Associate Professor
Department of Mathematics and Statistics

Vladislav Kargin
Associate Professor
Department of Mathematics and Statistics

Aleksey Polunchenko
Associate Professor
Department of Mathematics and Statistics
Research Interests
- Statistics
- Financial mathematics
- Statistical surveillance methods
- Statistical anomaly detection
- Statistical analysis of live data

Xingye Qiao
Professor; Director of Undergraduate Studies; Chair, Data Science TAE
Department of Mathematics and Statistics
Research Interests
- Statistics
- Machine Learning
- High-dimensional Inference
- Big Data Analytics
- Precision Medicine

Research Interests
- Uses of large sample theory in statistics
- Efficient estimators and tests for semiparametric and nonparametric models
- Statistical inference for Markov chains and stochastic processes
- Estimation and comparison of curves
- The behavior of plug-in estimators
- Optimal inference for bivariate distributions with constraints on the marginal
- Modelling with incomplete data
- Theory and application of finite and infinite order U-statistics

Qiqing Yu
Professor
Department of Mathematics and Statistics
Research Interests
- Statistics
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