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科研工作

研究领域                                     

   非参数与半参数模型的统计分析、高维与超高维数据分析、复杂数据分析、生存分析、经验似然分析、变量选择、序列相关性分析等

科研项目                      

  1. 国家自然科学基金:基于高维稀疏复杂数据的半参数变换模型结构的统计分析;(主持,批准号:11571148, 2016.1-2019.12)

  2. 国家自然科学基金:含指标项的变换模型的估计与经验似然分析;(主持,批准号:11201190, 2013.1-2015.12,已结题)

  3. 中国博士后基金: 含指标项变换模型的估计及其应用;(主持,批准号:2014M550432,2014.5-2015.11,一等资助,已结题)

  4. 教育部人文社会科学研究项目:计量经济学中高维数据统计建模及其应用;(主持,批准号:12YJC910004,2012.1-2015.12,已结题)

  5. 江苏省统计局重点课题:行业创新特征比较分析;(主持,公告号:苏统公告【2015】05号,2015.11.1-2015.12.31,已结题)  

  6. 江苏“青蓝工程”优秀骨干教师培养对象项目:单指标比例风险回归模型的经验似然分析;(主持,2012.12-2015.12,已结题)

  7. 江苏师范大学博士教师科研支持项目:广义部分线性非参数与半参数变换模型的估计与应用;(主持,批准号:11XLR31, 2012.1-2014.12,已结题)

  8. 江苏师范大学教育教学研究项目:统计学专业本科毕业论文指导研究与实证分析;(主持,批准号:XJG201257,2012.8-2014.8)

  9. 江苏师范大学数学与统计学院“重点专业类”教研项目重点课题:“统计科研思想渗透本科教学,促进实践创新人才培养”;(主持,批准号:STYJYA1402,2014.1-2015.12)

  10. 国家自然科学基金:含指标项半参数分位数回归模型的统计分析;(参与,批准号:11171112,2012.1-2015.12,已结题)

  11. 国家自然科学基金:含指标项的半参数模型的估计和检验; (参与,批准号:10871072, 2009.1-2011.12,已结题)

主要科研成果

  1. Weihua Zhao, Jianbo Li, Heng Lian(2017). Adaptive varying-coefficient linear quantile model: a profiled estimating equations approach. Annals of the Institute of Statistical Mathematics. Accepted.

  2. Fangwei Zhang,Jianbo Li*,Jihong Chen,Jing Sun,Augustine Attey (2017). Hesitant distance set on hesitant fuzzy sets and its application in urban road traffic state identification. Engineering Applications of Artificial Intelligence, 61, 57-64.

  3. Jianbo Li, Yuan Li, Zhengsheng Huang and Riquan Zhang (2016). Empirical Likelihood-based Serial Correlation Testing in Partially Varying Coefficient Single Index Model. Communications in Statistics – Theory and Methods. 45(15), 4471-4485.

  4. Jianbo Li, Yuan Li and Riquan Zhang (2015). B spline variable selection for the single index models.Statistical Papers. Accepted  

  5. Jianbo Li, Minglong Guo, Changxin Du, Riquan Zhang and Heng Lian (2015). Empirical likelihood for the class of single index hazard regression models. Journal of the Korean Statistical Society. 44(4), 619-631.

  6. Jianbo Li, Yuangyuan Wang, Zhensheng Huang, Riquan Zhang and Lin Liu (2015) Testing serial correlation in single index model.Communications in Statistics - Simulation and Computation, 44(4) 1020-1035.

  7. Jianbo Li, Zhensheng Huang and Heng Lian (2014). Empirical likelihood inference for general transformation models with right censored data.Statistics and Computing. 24(6), 985-995.

  8. Lin Liu,Jianbo Li* and Riquan Zhang (2014). General partially linear additive transformation model with right censored data. Journal of Applied Statistics, 41(10), 2257-2269.

  9. Jianbo Li, Minggao Gu and Riquan Zhang and Heng Lian (2014). Variable Selection for general transformation models with ranking data.Statistics, 48(1), 81-100.

  10. Heng Lian,Jianbo Li and Xinyu Tang (2014). SCAD-penalized regression in additive partially linear proportional hazards models with an ultra-high-dimensional linear part.  Journal of Multivariate Analysis,  125, 50-64.

  11. Xingyu Tang,Jianbo Li and Heng Lian (2013). Empirical likelihood for partially linear proportional hazards models with growing dimensions.Journal of Multivariate Analysis, 121, 22-32.

  12. Heng Lian,Jianbo Li and Yao Hu (2013). Shrinkage variable selection and estimation in proportional hazards models with additive structure and high dimensionality. Computational Statistics and Data Analysis. 63, 99-112.

  13. Jianbo Li, Minggao Gu and Riquan Zhang (2013). Variable selection for general transformation models with right censored data via nonconcave penalties.Journal of Multivariate Analysis,115(3), 445–456.

  14. Jianbo Li and Minggao Gu (2012). Adaptive Lasso for general transformation models with right censored data.Computational Statistics and Data Analysis,56(8),2583-2597.

  15. Jianbo Li, Minggao Gu and Tao Hu (2012). General partially linear varying coefficient transformation models with ranking data.Journal of Applied Statistics.39(7),1475-1488.

  16. Jianbo Li and Riquan Zhang (2012). General partially linear varying coefficient transformation models with right censored data.Journal of Statistical Planning and Inference, 142(6), 1285-1293.

  17. Jianbo Li and Riquan Zhang (2011). Partially varying coefficient single index proportional hazards regression models.Computational Statistics and Data Analysis,55(1),389-400.

  18. Jianbo Li and Riquan Zhang (2012). Inference on mean ratio of Weibull distribution. Acta Mathematicae Pcientia (Chinese Series), 32A(6), 1126-1135.

  19. Jianbo Li and Riquan Zhang (2011). Inference on mean ratio of two oneparametric exponential distribution.Acta Mathematicae Application Sinica (Chinese Series), 34(5), 769-777.

  20. Jianbo Li and Riquan Zhang (2011). The Study on the efficiency of Lenth method on Poisson Distributions. Chinese Journal of Applied Probability and Statistics, 27(3), 331-336.

  21. Jianbo Li and Riquan Zhang (2010). Inference of parameters ratio in twoparameter exponential distributions.Chinese Journal of Applied Probability and Statistics, 26(1), 81-88.