Dr Chao Zheng

Lecturer in Statistics

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Dr Chao Zheng is a Lecturer within Mathematical Sciences at the University of Southampton.

Work Experience

Lecturer in Statistics, University of Southampton, 2020 – Present
Senior Research Associate, Lancaster University, 2017-2020

Education

PhD in Statistics, University of Melbourne, Australia, 2017
BSc in Mathematics, Peking University, China, 2013

Research

Publications

Contact

Research interests

I am broadly interested in developing statistical theory, methodology and algorithm to solve problems in large-scale and complex data analysis. Some of my past and current research topics include:

Changepoint detection
High dimensional inference
Model selection
Locally stationary time series

Research group

Statistics

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Articles

Wang, L., Zheng, C., Zhou, W., & Zhou, W-X. (Accepted/In press). A new principle for tuning-free Huber regression. Statistica Sinica. http://www3.stat.sinica.edu.tw/ss_newpaper/SS-2019-0045_na.pdf
Zheng, C., Ferrari, D., & Yang, Y. (2019). Model selection confidence sets by likelihood ratio testing. Statistica Sinica, 29, 827-851. https://doi.org/10.5705/ss.202017.0006
Zheng, C., Ferrari, D., Zhang, M., & Baird, P. (2019). Ranking the importance of genetic factors by variable‐selection confidence sets. Journal of the Royal Statistical Society, Series C (Applied Statistics), 68(3), 727-749. https://doi.org/10.1111/rssc.12337
Chang, J., Zheng, C., Zhou, W-X., & Zhou, W. (2017). Simulation-based hypothesis testing of high dimensional means under covariance heterogeneity. Biometrics, 73(4), 1300-1310. https://doi.org/10.1111/biom.12695
Zhou, W-X., Zheng, C., & Zhang, Z. (2017). Two-Sample smooth tests for the equality of distributions. Bernoulli, 23(2). https://doi.org/10.3150/15-BEJ766
Ferrari, D., & Zheng, C. (2016). Reliable inference for complex models by discriminative composite likelihood estimation. Journal of Multivariate Analysis, 144, 68-80. https://doi.org/10.1016/j.jmva.2015.10.008

Dr Chao Zheng
Building 54 Mathematical Sciences University of Southampton Highfield Southampton SO17 1BJ

Room Number : 54/9001/M42

Dr Chao Zheng's personal home page

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