个人简历

2009年本科毕业于浙江大学数学系，2014年毕业于美国弗吉尼亚大学并取得统计学博士学位。博士毕业后曾在国际知名制药企业Biogen研发部门任资深生物统计学家。2017年加入中国人民大学统计与大数据研究院任助理教授、博士生导师。
Applications in Education:
Baker, R. S., Ma, W., Zhao, Y., Wang, S., and Ma, Z. (2020) The results of implementing zone of proximal development on learning outcomes. In Proceedings of the 13th International Conference on Educational Data Mining, 749-753.
Zou, X., Ma, W., Ma, Z., and Baker, R. S. (2019) Towards helping teachers select optimal content for students. In Proceedings of the 20th International Conference on Artificial Intelligence in Education, 413-417.
Baker, R. S., Wang, F., Ma, Z., Ma, W., and Zheng, S. (2018) Studying the effectiveness of an online language learning platform in China. Journal of Interactive Learning Research, 29(1), 5-24.
Software:
Fuyi Tu, Xiaoqing Ye, Wei Ma and Feifang Hu (2020). carat: Covariate-Adaptive Randomization for Clinical Trials. R package version 1.2. https://CRAN.R-project.org/package=carat

研究领域

临床试验设计与分析、健康医疗大数据、生物统计、教育统计""

近期论文

Statistcal Theory and Methodology:
Ma, W., Wang, M., and Zhu, H. (2020) Seamless phase II/III clinical trials with covariate adaptive randomization. Statistica Sinica, in press.
Wang, T. and Ma, W. (2020) The impact of misclassification on covariate-adaptive randomized clinical trials. Biometrics, in press.
Gao, J., Ma, W., Cheung, S. H., and Hu, F. (2020) Response-adaptive randomization in clinical trials: recent advances and future perspectives. Journal of Applied Statistics and Management, 39(228), 595-610.
Ma, W., Qin, Y., Li, Y., and Hu, F. (2020) Statistical inference for covariate-adaptive randomization procedures. Journal of the American Statistical Association, 115(531), 1488-1497.
Hu, F., Hu, Y., Ma, W., Zhang L. X., and Zhu, H. (2015) Statistical inference of adaptive randomized clinical trials for personalized medicine. Clinical Investigation, 5(4), 415-425.
Ma, W., Hu, F., and Zhang, L. X. (2015) Testing hypotheses of covariate-adaptive randomized clinical trials. Journal of the American Statistical Association, 110(510), 669-680.
Applications in Medicine, Biology and Epidemiology:
Cohan, S., Kappos, L., Giovannoni, G., Wiendl, H., Selmaj, K., Havrdova, E., Rose, J., Greenberg, S., Phillips, G., Ma, W., Wang, P., Lima, G., and Sabatella, G. (2018) Efficacy of daclizumab beta versus intramuscular interferon beta-1a on disability progression across patient demographic and disease activity subgroups in DECIDE. Multiple Sclerosis Journal, 24(14), 1883-1891.
Zhang, Y., Liu, M., Wu, S. S., Jiang, H., Zhang, J., Wang, S., Ma, W., Li, Q., Ma, Y., Liu, Y., et al. (2019) Spatial distribution of tuberculosis and its association with meteorological factors in mainland China. BMC Infectious Diseases, 19(1), 379.
Technical Reports:
Wei Ma, Fuyi Tu and Hanzhong Liu (2020+). Regression analysis for covariate-adaptive randomization: A robust and efficient inference perspective. https://arxiv.org/abs/2009.02287
Hanzhong Liu, Fuyi Tu and Wei Ma (2020+). A general theory of regression adjustment for covariate-adaptive randomization: OLS, Lasso, and beyond. https://arxiv.org/abs/2011.09734