Yiwei Fan Job Title: Assistant Professor E-mail: fanyiwei@bit.edu.cn
Master tutor, research direction is statistical machine learning, personalized medicine, the findings are published in the Journal of the American Statistical Association, Statistics in Medicine, Electronic Journal of Statistics and other international journals.
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Statistical machine learning; Personalized Medicine

2015.09-2020.06 PhD Statistics School of Statistics, Renmin University of China
2011.09-2015.06 Bachelor Mathematics and Applied Mathematics School of Mathematical Sciences Xiamen University

2020.07-2022.07 Postdoctoral Fellow, Department of Statistics and Actuarial Science, The University of Hong Kong
2018.09-2019.09 Visiting Scholar, Department of Statistics and Operations Research, University of North Carolina at Chapel Hill

(CORRESPONDING AUTHOR*)
1. Fan, Y., Gu, J., and Yin, G. Sparse concordance-based ordinal classification. Scandinavian Journal of Statistics, to appear.
2. Zhang, Z., Yi, D. and Fan, Y.* Doubly robust estimation of optimal dynamic treatment regimes with multicategory treatments and survival outcomes. Statistics in Medicine, to appear.
3. Fan, Y. and Zhao, J. Safe sample screening rules for multicategory angle-based support vector machines. Computational Statistics & Data Analysis, to appear.
4. Fan, Y., Lu, X., Liu, Y. and Zhao, J. (2022). Angle-based hierarchical classification using exact label embedding. Journal of the American Statistical Association, 117(538): 704-717.
5. Fan, Y., Lu, X., Zhao, J., Fu, H. and Liu, Y. (2022). Estimating individualized treatment rules for treatments with hierarchical structure. Electronic Journal of Statistics, 16(1): 737-784.
6. Gu, J., Fan, Y. and Yin, G. (2022). Reconstructing the Kaplan–Meier estimator as an M-estimator. The American Statistician, 76(1): 37-43.
7. Fan, Y. and Yin, G. (2021). Concordance index: surrogacy of progression-free survival for overall survival. Contemporary Clinical Trials, 104, 106353.
8. Fan, Y. and Lu, X. (2020). An online Bayesian approach to change-point detection for categorical data. Knowledge-Based Systems, 196, 105792.
9. Fan, Y., Wang, G., Lu, X. and Wang, G. (2019). Distributed forecasting and ant colony optimization for the bike-sharing rebalancing problem with unserved demands. Plos One, 14(12): e0226204.