作为项目负责人主持完成国家自然科学青年基金1项，作为主要成员参研国家自然科学基金面上项目2项。在国内外学术刊物上发表论文10多篇。
Yuyu Hu, Yali Fan*, Yan Song, Ming Li, A general robust low–rank multinomial logistic regression for corrupted matrix data classification , Applied Intelligence, 2023, Published online. (SCI) Zijun Guo, Mengxing Chen, Yali Fan*, Yan Song, A general adaptive ridge regression method for generalized linear models: an iterative re-weighting approach. Communications in Statistics-Theory and Methods. 2022, Published online. (SCI) Yali Fan*, Yayun Xiang, Zijun Guo, Adaptive efficient and double-robust regression based on generalized empirical likelihood. Communications in Statistics-Simulation and Computation. 2021, 5,17，Published online. (SCI) 向亚云, 樊亚莉*, 纵向数据下基于广义经验似然的有效自适应双稳健回归,应用概率统计, 2022,38(05):723-744.（A类） 胡瑜毓，郭子君，陈梦醒，樊亚莉*，一种有效且稳健的变量选择方法. 上海理工大学学报，2023-03-02，在线发表. https://doi.org/10.13255/j.cnki.jusst.20211124002.（北大核心） Mengxing Chen, Jun Dou, Yali Fan*, Yan song, Robust semi-supervised classification for imbalanced and incomplete data. Journal of Intelligent & Fuzzy Systems. 2023. Submitted. (SCI) 陈梦醒，樊亚莉*，胡毓榆，一种稳健的半监督自训练方法。计算机与数字工程。2024 (4)，拟发表。 苏依官，樊亚莉*，徐孝琳，稳健经验似然估计方法，上海理工大学学报，2019, 41(03): 253-259. （北大核心） Tianyu Huang, Yali Fan*, Zongren Sun, Robust element-wise empirical likelihood estimation method for longitudinal data, Journal of Applied Mathematics and Physics, 2019, 07(6): 1408-1420. 孙宗仁，樊亚莉*，黄天宇，稳健的惩罚经验似然方法及压缩估计，数学理论与应用，2019, 39(02): 98-109. 张探探，樊亚莉*，钟先乐，基于均值漂移模型的异常值检测方法，上海理工大学学报，2018，40(2): 116-120. （北大核心） Fan yali*, Xu xiaolin, Efficient robust estimation of mean and covariance for longitudinal data, Chinese Journal of Applied Probability and Statistics, 2018, 34 (6):598-612. （A类） Fan yali, Tang yanlin, Zhu zhongyi*, Variable selection in censored quantile regression with high dimensional, SCIENCE CHINA Mathematics, 2018 (61), 641-658, (SCI) 钟先乐，樊亚莉*，张探探，基于t函数的稳健变量选择方法，上海理工大学学报，2017，39(5): 417-422. （北大核心） Fan yali*, Two-step variable selection in quantile regression models, Journal of Shanghai Normal University(Natural Sciences), 2015(3), 270-283. Fan yali, Qin guoyou, Zhu zhongyi*, Robust variable selection in linear mixed models, Communications in Statistics-Theory and Methods, 2014(43), 4566-4581.(SCI). 樊亚莉*，徐群芳，稳健变量选择方法及其应用. 上海理工大学学报，2013(3):256-260.（北大核心） Fan yali, Qin guoyou, Zhu zhongyi*, Variable selection in robust regression models for longitudinal data, Journal of Multivariate Analysis, 2012(109), 156-167. (SCI)
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