个人简介: 研究方向包括非参数建模、生物统计学、缺失数据处理,以及统计学方法在医学、流行病学、公共卫生、环境科学等领域的应用。相关研究成果发表于Biostatistics、Statistics in Medicine等国际期刊。 教育经历: 2007 – 2011, 南开大学,统计学,学士 2011 – 2013,Oregon State University, 统计学,硕士 2013 – 2016,Oregon State University, 统计学,博士 工作经历: 2011 – 2016,Oregon State University, Teaching Assistant 2016 – 2018,Fred Hutchinson Cancer Research Center, Post-doctoral Research Fellow 2019 – 2021, 北京大学,北京国际数学研究中心,博士后 2021年至今,中国农业大学,动物医学院,副教授 代表性文章: Wang, L. and Zhou, X. (2021). Estimation of shape constrained additive models with missing response at random. Journal of Nonparametric Statistics, 1-16. Wang, L., Wang, H., Xia, C., Wang, Y., Tang, Q., Li, J. and Zhou, X. (2020). Towards standardized premarket evaluation of computer aided diagnosis/detection products: insights from FDA-approved products. Expert Review of Medical Devices, 17(9), 899-918. Zhang, Y., Li, Y., Wang, L., Li, M. and Zhou, X. (2020). Evaluating transmission heterogeneity and super-spreading event of COVID-19 in a metropolis of China. International Journal of Environmental Research and Public Health, 17(10), 3705. Wang, L., Xue, L. and Yang, L. (2020). Estimation of additive frontier functions with shape constraints. Journal of Nonparametric Statistics, 32(2), 262-293. Wang, L., Huang, Y. and Feng, Z. (2019). Strategies for validating biomarkers using data from a reference set. Biostatistics, 22(2), 298-314. Wang, L., Luedtke, A.R. and Huang, Y. (2018). Assessing the incremental value of new biomarkers based on OR rules. Biostatistics, 21(3), 594-609. Wang, L. and Huang, Y. (2018). Evaluating classification performance of biomarkers in two-phase case-control studies. Statistics in Medicine, 38(1), 100-114. Wang, L. and Xue, L. (2015). Constrained polynomial spline estimation of monotone additive models. Journal of Statistical Planning and Inference, 167, 27-40.
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