Chong You

Bio

Chong You is an Associate Professor jointly appointed by Fudan University and SIMIS. Her primary research interests include variational Bayes, mixture models, variable selection, disease prediction, diagnostic statistics and infectious disease modeling. Her work has been published in top journals such as Science Advances, Journal of the American Statistical Association (JASA), and Biometrics.

Education Experience

• 2011.3-2015.9 University of Sydney PhD in Statistics
• 2007.3-2010.11 University of Sydney Bachelor of Science (Advanced Mathematics) Honours I Major in Statistics

Work Experience

• 2021.01-2024.06 Peking University Associate Research Fellow
• 2018.10-2020.12 Peking University Boya Postdoc
• 2016.08-2018.10 University of Nottingham Ningbo China Assistant Professor
• 2015.05-2016.08 University of Wollongong Postdoc
• 2014.09-2015.05 University of Sydney Research Assistant
• 2010.07-2015.05 University of Sydney/University of NSW Tutor
• 2010.11-2011.03 CSIRO Fix term research fellow

Honors and Awards

• 2010 Australian Federation of Graduate Women (NSW) Prize
• 2013 Excellence in Postgraduate Research, Statistical Society of Australia Inc (SSAI)

Publications

Five representative papers

1. An Approximated Collapsed Variational Bayes Approach to Variable Selection in Linear Regression, C. You, J. T. Ormerod, X. Li. C. H. Pang, X.-H. Zhou, Journal of Computational and Graphical Statistics (2023)
2. Estimation of incubation period distribution of COVID-19 using disease onset forward time: a novel cross-sectional and forward follow-up study, J. Qin, C. You(并列一作), Q. Lin, T. Hu, X. Zhou, Science Advances (2020) 【WOS高被引论文】
3. Estimation of the time-varying reproduction number of COVID-19 outbreak in China, C. You, Y. D, W. H, J. Sun, Q. Lin, F. Zhou, C. H. Pang, Y. Zhang, Z. Chen, X. Zhou, International Journal of Hygiene and Environmental Health (2020)【WOS高被引论文】
4. Semiparametric Regression using Variational Approximations, Francis K.C. Hui, C. You, H. L. Shang, S. Mueller, Journal of the American Statistical Association (JASA) (2019)【统计四大顶刊】
5. On generalized degrees of freedom with application in linear mixed model selection, C. You, S. Mueller, J. T. Ormerod, Statistics and Computing (2015) 【统计A*类杂志】

(Co-)first or corresponding author papers

1. 基于新型数学和统计模型的新冠肺炎发生和发展规律的研究成果回顾与展望, 尤翀, 张云俊，张原，周晓华，中国科学基金 (2022)
2. On Coexistence with COVID-19: Estimations and Perspectives, Y. Zhang, C. You(并列一作), X. Gai, X. Zhou, China CDC Weekly (2021)
3. Polygenic scores and parental predictors: an adult height study based on the UK Biobank and the Framingham Heart Study, C. You, Z. Zhou, J. Wen, et al, Frontiers in Genetics (2021)
4. Determining the Covertness of COVID-19— Wuhan, China, 2020, C. You, X. Gai, Y. Zhang, X. Zhou, China CDC Weekly (2021)
5. Prediction of the COVID-19 outbreak in China based on a new stochastic dynamic model, Y. Zhang, C. You(并列一作), Z. Cai, J. Sun, W. Hu, X. Zhou, Scientific Report (2020)
6. 新冠肺炎(COVID-19) 新型随机传播动力学模型及应用, 张原，尤翀(并列一作)，蔡振豪，孙嘉瑞，胡文杰，周晓华，应用数学学报 (2020)
7. An Estimation of the Total Number of Cases of NCIP (2019-nCoV) Wuhan, Hubei Province, 2019-2020, C. You, Q. Lin, X. Zhou, China CDC Weekly (2020)
8. On variational Bayes estimation and variational information criteria for linear regression models, C. You, J. T. Ormerod & S. Mueller, Australian & New Zealand Journal of Statistics (2014)

Others

1. Long-term survival benefit of anti-PD-1 therapy in patients with relapsed or refractory classical Hodgkin lymphoma, W. Liu, N. Lin, X. Feng, Y. Xie, C. You, X.-H. Zhou, Y. Song, J. Zhu, Signal Transduction and Targeted Therapy (2023)
2. 构建呼吸道病毒感染宿主应答基因表达信息交互式在线分析平台, 李洋，尤翀，梁米芳，郭琪，张益，周晓华，中华医学会2022医学病毒学大会 (2022)
3. AR Expression Correlates with Distinctive Clinicopathological and Genomic Features in Breast Cancer Regardless of ESR1 Expression Status, M. Long, C. You, Q. Song, L. X. J. Hu, Z. Guo, Q. Yao, W. Hou, W. Sun, B. Liang, X.-H. Zhou, Y. Liu, T. Hu, International journal of molecular sciences (2022)
4. Attention-Deficit/Hyperactivity Disorder and Ischemic stroke: A Mendelian randomization study, R. Du, Y. Zhou, C. You, K. Liu, D. A. King, Z. S. Liang, J. M. Ranson, D.J. Llewellyn, J. Huang, Z. Zhang, Int J Stroke (2022)
5. Equivalence tests for ratio of means in bioequivalence studies under crossover design, Y. He, Y. Deng, C. You, X. Zhou, Statistical Methods in Medical Research (2022)
6. A novel attention-guided convolutional network for the detection of abnormal cervical cells in cervical cancer screening, L. Cao, …, C. You,…, Y. Hou, Medical Image Analysis (2021)
7. Epidemiological Characteristics and Factors Associated with Critical Time Intervals of COVID-19 in Eighteen Provinces, China: A Retrospective Study on October 15, 2020, F. Zhou, C. You, X. Zhang, K. Qian, Y. Hou, Y. Gao, X. Zhou, International Journal of Infectious Diseases (2020)
8. Estimation of Incubation Period and Generation Time Based on Observed Length-biased Epidemic Cohort with Censoring for COVID-19 Outbreak in China, Y. D, C. You, Y. Liu, J. Qin, X. Zhou, Biometrics (2020)
9. 新冠肺炎(COVID-19)传染病传播动力学模型的综述, 张云俊，张原，尤翀，周晓华，中华医学科研管理杂志 (2020)
10. The First 75 Days of Novel Coronavirus (SARS-CoV-2) Outbreak: Recent Advances, Prevention, and Treatment, Y. Yan, W. I. Shin, Y. X. Pang,…, C. You,…, C. H. Pang, International Journal of Environmental Research and Public Health (2020)
11. Analysis of the Relationship between Scintillation Parameters, Multipath and ROTI, C. Li, C. M. Hancock, M. A. S. Hamm, S. V. Veettil, C. You, Sensors (2020)
12. A variational Bayes approach to variable selection, J. T. Ormerod, C. You, S. Mueller, Electronic Journal of Statistics (2017)