段小刚，男，1982年生，副教授。2009年于北京大学获得统计学博士学位，2011年于中国科学院应用数学研究所博士后流动站出站，同年加入北京师范大学。现主持国家自然科学基金面上项目1项，发表论文十余篇，研究方向为应用统计。
Email:xgduan@bnu.edu.cn
Degrees（学历）
B.Sc. (Statistics), Jilin University, 2004.7
[学士（统计学），吉林大学，2004.7]
Ph.D. (Statistics), Peking University, 2009.7
[博士（统计学），北京大学，2009.7]
Employment&Visiting Experience（工作和访问经历）
Postdoctor, Chinese Academy of Sciences, 2009.7—2011.6.
[博士后，中科院，2009.7—2011.6]
Visiting Scholar, Dept. Biostat., Washington University, 2012.2—5.
[访问，华盛顿大学生物统计系，2012.2—5]
Visiting Scholar, Dept. Stat.&Actu., HongKong University, 2015.7—9,2016.1—2016.2.
[访问，香港大学统计与精算系，2015.7—9,2016.1—2016.2.]
Visiting Scholar, Dept. Stat., HongKong Baptist University, 2016.2—2016.3.
[访问，香港浸会大学统计系，2016.2—2016.3.]
Assistant Prof., Beijing Normal University, 2011—2018.
[讲师，北师大，2011—2018]
Associate Prof., Beijing Normal University, 2018—.
[副教授，北师大，2018—]
Teaching（主讲课程）
本科生：统计学导论，抽样调查；
研究生：广义线性模型。
Research Interest（研究兴趣）
Missing Data Analysis; Survey Sampling; Applied Statistics.
[缺失数据分析;抽样调查;应用统计]
Fundings（基金）
1. 博士点基金: 2013.1—2015.12.
2. 青年基金: 2014.1—2016.12.
3. 面上项目: 2018.1-2021.12.
Publications（including accepted）
In Chinese（中文）
1) He J,Duan XGand Zhang SM (2016). GMM estimation of marginal model with missing covariate data. Chinese Journal of Applied Probability and Statistics (in Chinese), 32(6):643—654.贺婕，段小刚，张淑梅（2016）.协变量随机缺失时边际模型的广义矩估计.应用概率统计，32(6):643—654.
2) Cao WH, Liang XD, Zhao HP,Duan XGand Zhang ZY (2016). Copula-based frequency analysis and its use in hazard risk assessment of Beijing heavy rainfall.Acta Meteorologica Sinica (in Chinese), 74(5):772—783.曹伟华，梁旭东，赵晗萍，段小刚，张自银（2016）.基于Copula函数的北京强降水频率及危险性分析.气象学报，74(5):772—783.
3) Duan XG*and Cao WH (2016). Bayesian model averaging and applications to accumulated precipitation in Beijing. Journal of Beijing Normal University (Natural Science) (in Chinese), 52(2), 134—138.段小刚，曹伟华（2016）.贝叶斯模型平均及其在北京降雨预报中的一个应用.北京师范大学学报（自然科学版），134—138.
In English（英文）
4) Li Y, Fang WH andDuan XG(2019+). On the Driving Forces of Historical Changes in the Fatalities of Tropical Cyclone Disasters in China from 1951~2014. Natural Hazards. Accepted.
5) He J,Duan XG, Zhang SM and Li H (2019+). Estimation of marginal generalized linear model with subgroup auxiliary information. Comm Statist Theory Methods.Accepted.
6) Duan XG*and Wang QH (2019+). Quantile regression under local misspecification.Acta Math Appl Sin Engl Ser. To appear.
7) He J, Li H, Zhang SM andDuan XG*(2019). Additive hazards model with auxiliary subgroup survival information.Lifetime Data Analysis, 25: 128—149.
8) Duan XGand Yin GS (2017). Ensemble approaches to estimation of the population mean with missing responses. Scand Statist. 44:899—917.
9) Zhang QZ,Duan XGand Zhou XH (2017). A weighted Wilcoxon estimate for the covariate-specific ROC curve. Sci China Math. 60: 1705—1716.
10) Hu XN,Duan XG, Pan DD, Zhang SG and Li QZ (2017).A Model-embedded trend test with incorporating Hardy-Weinberg equilibrium Information. Journal of Systems Science and Complexity (J Syst Sci Complex) 30: 101—110.
11) Zhang QZ,Duan XGand Ma SG (2017). Focused information criterion and model average under generalized rank regression. Statist Probab Lett., 112:11—19.
12) Li H,Duan XGand Yin GS (2016). GMM for additive hazards model with clustered dental survival data. Scand Statist, 43(4): 1124—1139.
13) Liu LP, Guo ZC andDuan XG(2016). Population size estimation with covariate values missing non-ignorable. Acta Math Appl Sin Engl Ser, 32, 659—668.
14) Duan XG*and Wang Z (2016).A fusion of least squares and empirical likelihood for regression models with a missing binary covariate.Sci China Math, 59(10), 2027—2036.
15) Duan XGand Zhou XH (2013).Composite quantile regression for the receiver operating characteristic curve. Biometrika, 100, 889—900.
16)Duan XG, Qin J and Wang QH (2010).Optimal estimation in surrogate outcome regression problems. Canad J Statist, 38, 633—646.
17) Duan XG, Liu LP and Zhao P (2009). Estimation of covariates distribution with capture recapture data. Comm Statist Theory Methods, 38: 3705—3712.