作為項目負責人主持完成國家自然科學青年基金1項🐻，作為主要成員參研國家自然科學基金面上項目2項。在國內外學術刊物上發表論文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) 向亞雲, 樊亞莉*, 縱向數據下基於廣義經驗似然的有效自適應雙穩健回歸,應用概率統計, 2022,38(05):723-744.（A類） 胡瑜毓，郭子君🔨，陳夢醒，樊亞莉*🎾，一種有效且穩健的變量選擇方法. 上海理工大學學報🎠，2023-03-02🤽🏻♀️，在線發表. 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) 陳夢醒📕，樊亞莉*，胡毓榆☃️，一種穩健的半監督自訓練方法。計算機與數字工程🔙。2024 (4)，擬發表。 蘇依官🧑🏿🔧，樊亞莉*，徐孝琳，穩健經驗似然估計方法，上海理工大學學報，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. 孫宗仁，樊亞莉*😘，黃天宇，穩健的懲罰經驗似然方法及壓縮估計🫰🏽，數學理論與應用，2019, 39(02): 98-109. 張探探📃，樊亞莉*✖️，鐘先樂，基於均值漂移模型的異常值檢測方法，上海理工大學學報，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類） Fan yali, Tang yanlin, Zhu zhongyi*, Variable selection in censored quantile regression with high dimensional, SCIENCE CHINA Mathematics, 2018 (61), 641-658, (SCI) 鐘先樂，樊亞莉*✌🏽，張探探，基於t函數的穩健變量選擇方法，上海理工大學學報✌🏻，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). 樊亞莉*𓀛，徐群芳，穩健變量選擇方法及其應用. 上海理工大學學報，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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