段星德,男,彝族,1982年9月出生于云南宾川。中共党员,理学博士、博士后,硕导,教授。0638太阳集团教师。研究方向:贝叶斯统计、统计诊断、缺失数据分析、随机效应模型。
一、学习经历和主要讲授课程
2000/9—2004/7,大学本科,云南师范大学数学学院,数学与应用数学专业
2004/9—2007/7,硕士研究生,云南师范大学数学学院,应用数学专业(导师:蒋文江教授)
2010/9—2013/7,博士研究生,云南大学0638太阳集团,概率论与数理统计专业(导师:唐年胜教授)
主要讲授课程为:数理统计、回归分析、多元统计分析、统计计算
二、主要成果
主要代表性论文(*表示通讯作者):
1. Zhenhuan Wu, Xingde Duan*, Wenzhuan Zhang, Bayesian analysis of Tweedie Compound Poisson partial linear mixed models with nonignorably missing response and covariates, Entropy, 2023, 25, 1-20. (SCI)
2.Pengfei He; Xingde Duan*; Bayesian variable selection and estimation in multivariate skew-normal generalized partial linear mixed models for longitudinal data, Communications in Statistics - Simulation and Computation, 2022(online). https://doi.org/10.1002/joc.7839. (SCI)
3.Xingde Duan, Renjun Ma, Xiaolei Zhang*, Forecasting occurrence and quantity of monthly precipitation simultaneously while accounting for complex serial correlation, International Journal of Climatology, 2022 ,42, 9494-9509.(SCI)
4.Xingde Duan*, Zhenhuan Wu, Shi Zhang, Wenzhuan, Zhang, Modeling Heterogeneity in the Assessment of Treatment Effects on Tumor Development While Accounting for Monotone Dropout, Bulletin of the Malaysian Mathematical Sciences Society, 2022, 45, 37-48.(SCI)
5.Anmin Tang, Xingde Duan*, Yuanying Zhao, Bayesian Variable Selection and Estimation in Semiparametric Simplex Mixed-Effects Models with Longitudinal Proportional Data, Entropy,2022, 24, 1-16. (SCI)
6.Xingde Duan, Renjun Ma*, Assessing competition among species through simultaneously modeling marginal counts and respective proportions, Environmental and Ecological Statistics , 2021, 28, 35-52. (SCI)
7.Xingde Duan*,Yuanying Zhao,Anmin Tang, A Semiparametric Bayesian approach to Simplex Regression Models with Heterogeneous Dispersion. Communications in Statistics: Simulation and Computation, 2019, 48,2487-2500. (SCI)
8.Xingde Duan*,Wing Kam Fung ,Niangsheng Tang,Bayesian semiparametric reproductivedispersion mixed models for non-normal longitudinal data: estimation and caseinfluence analysis. Journal of Statistical Computation and Simulation, 2017, 87,1925-1939. (SCI)
9.Xingde Duan,Niangsheng Tang*, Bayesian estimation and influence diagnostics ofgeneralized partially linear mixed-effects models for longitudinal data,Statistics, 2016,50,525-539. (SCI).
10. Rong Zhu, Abdel H.El-Shaarawi,Xingde Duan, Zilin Wang, Renjun Ma*, Assessing annualtrends,monthly fluctuations and between-station relationship of sulphate deposition in the Turkey Lakes Watershed,Environmetrics, 2016, 27,256-266. (SCI)
11. Niangsheng Tang*,Xingde Duan,Bayesian influence analysis of generalized partial linearmixed models for longitudinal data,Journal of Multivariate Analysis, 2014, 126,86-99. (SCI)
12.Niangsheng Tang*,Xingde Duan,A semiparametric Bayesian approach to generalized partiallinear mixed models for longitudinal data,Computational Statistics and Data Analysis, 2012, 56, 4348-4365. (SCI).
三、主持的课题:
1、国家自然科学基金地区科学基金项目,12161014,具有复杂结构的几类混合型数
据的建模、计算及应用,2022/01-2025/12,33万元, 在研
2、贵州省科技厅自然科学基金项目, 黔科合基础[2020]1Y009,复杂纵向数据下几
类混合效应模型的贝叶斯分析及其应用,2020/03-2023/03,10万元, 结题
3、全国统计科学研究项目,半参数Tweedie复合泊松回归模型的贝叶斯分析及其应用,2021LY011,2021/07-2023/07,优选项目,结题
4、国家自然科学基金青年项目,11501073,复杂相关数据下多元Tweedie混合效应模型的统计推断及其应用,2016/01-2018/12,18万元,结题
四、获奖情况
获得2021年“第六届贵州统计信息可视化大赛”优秀指导老师奖