EXPERIENCE
2021.08-present Assistant professor, Department of Finance, School of Economics, The Wang Yanan Institute for Studies in Economics, Xiamen University.
EDUCATION
2015.09-2021.07 Ph.D. in Statistics, Department of Mathematical Sciences, Tsinghua University. Thesis advisor: Prof. Ying Yang and Jane-Ling Wang.
2018.10-2021.01 Joint Ph.D. in Statistics, Department of Statistics, University of California, Davis.
2011.09-2015.07 BS in Mathematics, School of Mathematical Sciences Xiamen University.
RESEARCH INTEREST
Survival Analysis, Deep Learning, Functional Data Analysis, Causal Inference.
[6] Hao, S.#, Lin, S.-C.#, Wang, J.-L.#, and Zhong, Q.# (2023). Dynamic modeling for multivariate functional and longitudinal data, Journal of Econometrics, forthcoming.
[5] Zhong, Q., and Wang, J.-L. (2023). Neural networks for partially linear quantile regression. Journal of Business & Economic Statistics, forthcoming.
[4] Zhong, Q., Mueller, J., and Wang, J.-L. (2022). Deep learning for partially linear Cox model. The Annals of Statistics. 50(3): 1348-1375.
[3] Zhong, Q., Mueller, J., and Wang, J.-L. (2021). Deep extended hazard models for survival analysis. Advances in Neural Information Processing Systems 34 (NeurIPS 2021). 15111-15124.
[2] Lin, Z.#, Wang, J.-L.#, and Zhong, Q.# (2021). Basis expansions for functional snippets. Biometrika. 108(3): 709-726.
[1] Zhang, X., Zhong, Q., and Wang, J.-L. (2020). A new approach to varying coefficient additive model with longitudinal data. Computational Statistics & Data Analysis. 145.
#Authors contributed equally
Statistical Inference for Interpretable Deep Learning Models,2023.01-2025.12, National Natural Science Foundation of China (NSFC#12201527),Principal investigator.
