冯项楠

讲师 统计学系 思源教授楼311室

电话：25011114

传真：65642351

Email：fengxiangnan@fudan.edu.cn

研究方向：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

教师个人信息

教育背景：

教育背景：

荣誉称号：

荣誉称号：

学术经历：

学术经历：

科研获奖：

科研获奖：

2017.11,2017年中国营销学术年会最佳论文,营销科学学报

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教学获奖：

期刊论文：

期刊论文：

1. Xiaoqing Wang, Xiangnan Feng, and Xinyuan Song. 2020. Joint analysis of semicontinuous data with latent variables. Computational Statistics and Data Analysis 151.1-20.
2. 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.
3. 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.
4. Xiangnan Feng, Tengfei Li, Xinyuan Song, and Hongtu Zhu. 2019. Bayesian scalar on image regression with nonignorable nonresponse. Journal of the American Statistical Association forthcoming.1-24.
5. 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.
6. 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.
7. 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.
8. 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.
9. XiangNan Feng, HaoTian Wu, and XinYuan Song. 2017. Bayesian adaptive lasso for ordinal regression with latent variables. Sociological Methods & Research 46(4).926-953.
10. 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.
11. 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.
12. 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.
13. 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.
14. 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.
15. 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.
16. Yifan Wang, XiangNan Feng, and XinYuan Song. 2016. Bayesian quantile structural equation models. Structural Equation Modeling: A Multidisciplinary Journal 23(2).246-258.
17. Guochang Wang, Xiangnan Feng, and Min Chen. 2016. Functional partial linear single-index model. Scandinavian Journal of Statistics 43(1).261-274.
18. 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.
19. 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.
20. 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.
21. 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.
22. 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.
23. 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.
24. 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.

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教材和其他：

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科研项目：

科研项目：

2019.01 - 2021.12, 项目负责人, 网络众筹情境下的社会影响的实证研究, 国家自然科学基金青年项目.

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