冯项楠 - 复旦大学

个人简介

教育背景博士,统计学,香港中文大学硕士,风险管理科学,香港中文大学学士,计量金融学及风险管理科学,香港中文大学科研获奖 2021.05,优秀论文提名奖,第五届营销科学与创新国际研讨会（MSI2021）暨清洁生产期刊（JCLP）专辑学术会议 2017.11,2017年中国营销学术年会最佳论文,营销科学学报教学获奖 2022.05,一等奖,中国商业统计学会 2021.07,International Teachers Programme,欧洲工商管理学院 2021.05,第十一届全国大学生市场调查与分析大赛研究生组总决赛二等奖,教育部高等学校统计学类专业教学指导委员会北京大学（代章），中国商业统计学会学术任职 2023.04 - 2027.04, 理事, 中国现场统计研究会教育统计与管理分会

研究领域

潜变量模型，函数型和图像型数据分析，大数据和复杂数据的贝叶斯统计分析，网络众筹和移动营销等问题的建模分析

近期论文

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Xinyuan Chen, Yiwei Li, Xiangnan Feng, and Joseph T. Chang. 2023. Variational Bayesian analysis of nonhomogeneous hidden Markov models with long and ultralong sequences. The Annals of Applied Statistics 17(2).1615–1640. Ge Xu, Xiangnan Feng, Yiwei Li, and Jianmin Jia. 2022. Mediation effects of online public attention on the relationship between air pollution and precautionary behavior. Journal of Management Science and Engineering 7(1).159-172. Xiaoqing Wang, Haotian Wu, Xiangnan Feng, and Xinyuan Song. 2021. Bayesian two-level model for repeated partially ordered responses: Application to adolescent smoking behavior analysis. Sociological Methods & Research 50(4).1515-1551. Xiangnan Feng, Shuang Ma, Lingling Wen, and Yan Zhao. 2021. Immediate effect of air pollution on labor mobility: empirical evidence from online résumé data. The Annals of Regional Science 67.483-512. Xiangnan Feng, Tengfei Li, Xinyuan Song, and Hongtu Zhu. 2020. Bayesian scalar on image regression with nonignorable nonresponse. Journal of the American Statistical Association 115(532).1574-1597. Yan Zhao, Lingling Wen, Xiangnan Feng, Ran Li, and Xiaolin Lin. 2020. How managerial responses to online reviews affect customer satisfaction: An empirical study based on additional reviews. Journal of Retailing and Consumer Services 57.1-11. Xiaoqing Wang, Xiangnan Feng, and Xinyuan Song. 2020. Joint analysis of semicontinuous data with latent variables. Computational Statistics and Data Analysis 151.1-20. Xiangnan Feng, Yiwei Li, Xiaolin Lin, and Yijian Ning. 2020. Mobile targeting in industrial marketing: Connecting with the right businesses. Industrial Marketing Management 86.65-76. Xiangnan Feng, Bin Lu, Xinyuan Song, and Shuang Ma. 2019. Financial literacy and household finances: A Bayesian two-part latent variable modeling approach. Journal of Empirical Finance 51.119-137. Weiwei Cao, Xiangnan Feng, Jianmin Jia, and Hong Zhang. 2019. Characterizing the structure of the railway network in China: a complex weighted network approach. Journal of Advanced Transportation 2019.1-11. Tengfei Li, Fengchang Xie, Xiangnan Feng, Joseph G. Ibrahim, Hongtu Zhu, and the Alzheimers Disease Neuroimaging Initiative. 2018. Functional linear regression models for nonignorable missing scalar responses. Statistica Sinica 28(4).1867-1886. Ping Hou, Xiangnan Feng, Jie Liu, Xiaopeng Wang, Yaojun Jiang, Leigang Dong, and Jianbo Gao. 2018. Low tube voltage and iterative model reconstruction in follow-up CT angiography after thoracic endovascular aortic repair: ultra-low radiation exposure and contrast medium dose. Academic Radiology 25(4).494-501. XiangNan Feng, HaoTian Wu, and XinYuan Song. 2017. Bayesian adaptive lasso for ordinal regression with latent variables. Sociological Methods & Research 46(4).926-953. Ping Hou, Xiangnan Feng, Jie Liu, Yue Zhou, Yaojun Jiang, Xiaochen Jiang, and Jianbo Gao. 2017. Iterative reconstruction in single-source dual-energy CT angiography: feasibility of low and ultra-low volume contrast medium protocols. British Journal of Radiology 90(1075).1-8. Xiangnan Feng, Haotian Wu, and Xinyuan Song. 2017. Bayesian regularized multivariate generalized latent variable models. Structural Equation Modeling: A Multidisciplinary Journal 24(3).341-358. Ge Xu, Xiangnan Feng, Yiwei Li, Xiaohong Chen, and Jianmin Jia. 2017. Environmental risk perception and its influence on well-being. Chinese Management Studies 11(1).35-50. Xiang-Nan Feng, Yifan Wang, Bin Lu, and Xin-Yuan Song. 2017. Bayesian regularized quantile structural equation models. Journal of Multivariate Analysis 154.234-248. Christoph Heinrich Houben, Xiangnan Feng, Kin Wai Edwin Chan, Jennifer Wai Cheung Mou, Yuk Him Tam, and Kim Hung Lee. 2016. Spontaneous intestinal perforation: the long-term outcome. European Journal of Pediatric Surgery 27(4).346-351. Christoph Heinrich Houben, Xiang-Nan Feng, Sheung-Ho Tang, Edwin Kin Wai Chan, and Kim Hung Lee. 2016. What is the role of laparoscopic surgery in intussusception?. ANZ Journal of Surgery 86(6).504-508. Yifan Wang, XiangNan Feng, and XinYuan Song. 2016. Bayesian quantile structural equation models. Structural Equation Modeling: A Multidisciplinary Journal 23(2).246-258. Guochang Wang, Xiangnan Feng, and Min Chen. 2016. Functional partial linear single-index model. Scandinavian Journal of Statistics 43(1).261-274. Guochang Wang, Yan Zhou, Xiangnan Feng, and Baoxue Zhang. 2015. The hybrid method of FSIR and FSAVE for functional effective dimension reduction. Computational Statistics & Data Analysis 91.64-77. Xiangnan Feng, Guochang Wang, Yifan Wang, and Xinyuan Song. 2015. Structure detection of semiparametric structural equation models with Bayesian adaptive group lasso. Statistics In Medicine 34(9).1527-1547. Xinyuan Song, Zhaohua Lu, and Xiangnan Feng. 2014. Latent variable models with nonparametric interaction effects of latent variables. Statistics in Medicine 30(10).1723-1737. Xin-Yuan Song, Jing-Heng Cai, Xiang-Nan Feng, and Xue-Jun Jiang. 2014. Bayesian analysis of the functional-coefficient autoregressive heteroscedastic model. Bayesian Analysis 9(2).371-396. 赵岩，冯项楠，李宜威，贾建民. 同源初次与追加口碑效价一致性对产品销售影响的实证研究. 管理评论, 2022, 34(3): 186-197. 曹炜威，李政，冯项楠. 2000-2018年全国民航网络结构特征及演化. 交通运输系统工程与信息, 2021, 21(3): 26-33. 曹炜威，冯项楠，李宜威，耿维，贾建民. 基于客票数据的城际铁路出行方式选择行为研究. 系统工程理论与实践, 2020, 40(4): 989-1000. 徐戈，冯项楠，李宜威，陈晓红，贾建民. 雾霾感知风险与公众应对行为的实证分析. 管理科学学报, 2017, 20(9): 1-14. 陈晓红，徐戈，冯项楠，贾建民. 公众对于“两型社会”建设的态度—意愿—行为分析. 管理世界, 2016, (12): 90-101.