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王武

职 称: 讲师


职 务: 无


电子邮箱: wu.wang@ruc.edu.cn

工作经历

2020.11 - 至今,讲师,中国人民大学统计学院

2017.9 - 2020.9,博士后,King Abdullah University of Science and Technology, Statistics Program


教育经历

2012.9 - 2017.6,博士,复旦大学,管理学院统计系 

2014.9 - 2015.9,联合培养,密歇根大学,统计系 

2008.9 - 2011.6,硕士,复旦大学,管理学院统计系 

2004.9 - 2008.6,学士,华东师范大学,统计学院


研究方向

空间统计、函数型数据分析、高维度数据统计、分位数回归、机器学习及应用


基金项目

国家自然科学青年基金,主持,2023-2025

中国人民大学新教师启动基金,主持,2022-2024


论文著作

Wang, W. and Zhu, Z. (2023), "Homogeneity and sparsity analysis for high dimensional panel data models." Journal of Business & Economic Statistics, online.

Wang, W., Sun, Y. and Wang, H. (2022), "Latent group detection in partial linear functional regression models." Biometrics (79), 280-291.

Wang, W. and Zhu, Z. (2022), "Group structure detection for high-dimensional panel data model." Canadian Journal of Statistics (50), 852-866.

Wang, W., Harrou, F., Bouyeddou, B., Senouci, S.M. and Sun, Y. (2022). Cyber-attacks detection in industrial systems using artificial intelligence-driven methods. International Journal of Critical Infrastructure Protection (38), 100542.

Wang, W., Harrou, F., Bouyeddou, B., Senouci, S.M. and Sun, Y. (2022). A stacked deep learning approach to cyber-attacks detection in industrial systems: application to power system and gas pipeline systems. Cluster Computing (25), 1-18.

Wang, W., He, X. and Zhu, Z. (2020), "Statistical inference for multiple change-point models." Scandinavian Journal of Statistics (47), 1149-1170.

Wang, W., Lee, J., Harrou, F. and Sun, Y. (2020), "Early Detection of Parkinson’s Disease Using Deep Learning and Machine Learning. " IEEE Access(8), 147635-147646.

Lee, J., Wang, W., Harrou, F. and Sun, Y. (2020), "Reliable solar irradiance prediction using ensemble learning-based models: A comparative study." Energy Conversion and Management(208), 112582. (2018 Impact factor: 7.18) ­

Lee, J., Wang, W., Harrou, F. and Sun, Y. (2020), "Wind Power Prediction Using Ensemble Learning-Based Models. " IEEE Access(8), 61517-61527.

Wang, W. and Sun, Y. (2019), "Penalized local polynomial regression for spatial data." Biometrics 75(4), 1179-1190.

Wang, W. and Zhu, Z. (2017), "Variable selection for the partial linear single-index model." Acta Mathematicae Applicatae Sinica, English Series 33(2), 373-388.

Wang, W. and Zhu, Z. (2017), "Conditional empirical likelihood for quantile regression models." Metrika 80(1), 1-16.