### 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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