个人简介
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
研究领域
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
近期论文
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1 Wang, W., He, X. and Zhu, Z. (2020), "Statistical inference for multiple change-point models." Scandinavian Journal of Statistics (47), 1149-1170.
2 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.
3 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.
4 Lee, J., Wang, W., Harrou, F. and Sun, Y. (2020), "Wind Power Prediction Using Ensemble Learning-Based Models. " IEEE Access 8, 61517-61527.
5 Wang, W. and Sun, Y. (2019), "Penalized local polynomial regression for spatial data." Biometrics 75(4), 1179-1190.
6 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.
7 Wang, W. and Zhu, Z. (2017), "Conditional empirical likelihood for quantile regression models." Metrika 80(1), 1-16.