Dr Wenxing Guo
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Email
wg22745@essex.ac.uk -
Telephone
+44 (0) 1206 874425
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Location
3A.528, Colchester Campus
Research and professional activities
Research interests
Statistical Machine Learning
Online Learning, Federated learning, Transfer learning, Sparse learning.
Statistical Inference
High-dimensional inference.
Statistical Models
Multivariate regression and classification.
Teaching and supervision
Current teaching responsibilities
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Foundational Mathematics for Data Science (MA111)
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Mathematics Careers and Employability (MA199)
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Applied Regression and Experimental Data Analysis (MA717)
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Dissertation (MA981)
Publications
Journal articles (9)
Liu, Z., Gao, T., Lai, C-H. and Guo, W., (2024). . Quarterly Journal of Mechanics and Applied Mathematics. 76 (4), 531-550
Guo, W., Balakrishnan, N. and He, M., (2023). . Journal of Multivariate Analysis. 195, 105159-105159
Guo, W., Zhang, X., Jiang, B., Kong, L. and Hu, Y., (2023). . Computational Statistics. 39 (4), 2323-2341
Guo, W., Balakrishnan, N. and Qin, S., (2023). . Stat. 12 (1), e615-
Guo, W., Balakrishnan, N. and Bian, M., (2021). . Electronic Journal of Statistics. 15 (2), 4167-4191
Guo, W., Qin, S. and Zhao, Z., (2020). Generalized ridge and principal correlation estimator of the regression coefficient in growth curve model. Linear Algebra and its Applications. 591, 115-133
Guo, W., Liu, X. and Zhang, S., (2016). The principal correlation components estimator and its optimality. Statistical Papers. 57 (3), 755-779
Tian, Y. and Guo, W., (2016). On comparison of dispersion matrices of estimators under a constrained linear model. Statistical Methods & Applications. 25 (4), 623-649
Dong, B., Guo, W. and Tian, Y., (2014). On relations between BLUEs under two transformed linear models. Journal of Multivariate Analysis. 131, 279-292
Conferences (1)
Ding, L., Yu, D., Xie, J., Guo, W., Hu, S., Liu, M., Kong, L., Dai, H., Bao, Y. and Jiang, B., (2022).
Grants and funding
2025
HHA Data Audit Consulting Project
Harwich Haven Authority
2023
MRC/FNR Returning Safely to high-impact activities after JOINT replacements (SafeJOINTs)
Medical Research Council