Research output per year
Research output per year
Personal profile
Qualifications
Ph.D. in Statistics, 2016
Biography
Tao Zou is a Senior Lecturer of Statistics. His research interests lie in covariance regression modelling, network data modelling, financial statistics, environmental statistics, dependent data analysis and big data analysis. Tao’s major research contribution has been to open up a whole new research area whereby covariances are regressed on covariates. This work was not only the first published in the literature of statistics, but has wide-ranging applications in business and science. Tao’s research has appeared in a number of top-ranked journals including Journal of the American Statistical Association, Journal of Econometrics, Journal of Business & Economic Statistics, Statistica Sinica, and Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences.
Research student supervision
- Registered to supervise
Fingerprint
Dive into the research topics where Tao Zou is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Find out about recent ANU collaborations across the world by selecting a location on the map OR
Research output
- 11 Article
-
Penalized Sparse Covariance Regression with High Dimensional Covariates
Gao, Y., Zhang, Z., Cai, Z., Zhu, X., Zou, T. & Wang, H., 2024, (Accepted/In press) In: Journal of Business and Economic Statistics.Research output: Contribution to journal › Article › peer-review
Open Access -
On the Robust Estimation of Spatial Autoregressive Models
Tho, Z. Y., Ding, D., Hui, F. K. C., Welsh, A. H. & Zou, T., 2023, In: Econometrics and Statistics.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Imputations for High Missing Rate Data in Covariates Via Semi-supervised Learning Approach
Lan, W., Chen, X., Zou, T. & Tsai, C. L., 2022, In: Journal of Business and Economic Statistics. 40, 3, p. 1282-1290 9 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
Inference on covariance-mean regression
Zou, T., Lan, W., Li, R. & Tsai, C. L., Oct 2022, In: Journal of Econometrics. 230, 2, p. 318-338 21 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Spatio-temporal analysis of air pollution in North China Plain
Chang, L. & Zou, T., Jun 2022, In: Environmental and Ecological Statistics. 29, 2, p. 271-293 23 p.Research output: Contribution to journal › Article › peer-review
7 Citations (Scopus)
Projects
- 1 Finished
-
Data Analysis App to Empower Assessment of Immunogenicity of Biologics
Wood, A., Scealy, J., Xu, J. & Zou, T.
6/02/23 → 6/08/23
Project: Research