主要论文
(*通讯作者)
英文发表:
1. Cong Li, Yitao Wang(stu), Jiguo Cao, Jinhong You and Hua Liu* (2025). The Dynamic Interplay of Clan Culture and Socioeconomic Factors on Fertility: Evidence from China, Annals of Applied Statistics, forthcoming. (SCI, Top Journal in Applied Statistics)
2. Xin Chen, Hua Liu, Jiaqi Men and Jinhong You (2025). High-Dimensional Partially Linear Functional Cox Models. Biometrics, 81(1), ujae164. (Ordered alphabetically)
3. Boyi Hu, Xixi Hu, Hua Liu, Jinhong You and Jiguo Cao (2024). Simultaneous Functional Quantile Regression. Statistica Sinica, 34(2), 867-888. (SCI)
4. Haitao Chen, Bin Zhang, Hua Liu and Jiguo Cao (2024). The inequality in household electricity consumption due to temperature change: Data driven analysis with a function-on-function linear model, Energy, 288(1), 129742.
5. Hua Liu, Jinhong You and Jiguo Cao (2023). Functional L-Optimality Subsampling for Functional Generalized Linear Models with Massive Data, Journal of Machine Learning Research (JMLR), 24(219), 1-41. (SCI, Top in Machine Learning and AI)
6. Hua Liu, Jinhong You and Jiguo Cao (2023). A Dynamic Interaction Semiparametric Function-on-Scalar Model. Journal of the American Statistical Association (JASA), 118(541), 360-373. (SCI, Top in Statistics)
7. Xin Guan, Hua Liu, Jinhong You and Yong Zhou (2023). Estimation and Inference for Dynamic Single-Index Varying-Coefficient Models. Statistica Sinica. 33(1),85-105. (SCI)
8. Hua Liu, Youquan Pei and Qunfang Xu (2020). Estimation for Time-varying Coefficient Panel Data Model with Cross-Sectional Dependence. Metrika, 83(3), 377-410. (SCI)
中文发表:
1. 门嘉齐,尤进红,刘华* (2025). 函数型面板分位数回归的时间异质性学习, 《中国科学:数学》,接收. (中文权威A)
2. 刘华*, 王子剑, 门嘉齐, 尤进红 (2024). 具有群组固定效应的函数型面板分位数回归模型,《数学学报》,67(4), 675-703. (中文权威A)
科研项目
1. 中国博士后科学基金第18批特别资助项目:面向复杂函数型数据的迁移学习理论与方法研究,2025-2027,主持人,在研
2. 国家自然科学基金青年项目:大规模函数型数据的有效统计分析及其应用,2023-2025, 主持人,在研
3. 中国博士后基金面上项目:混合函数型分位数模型中的局部信号识别及其应用,2022-2024,主持人,在研
4. 中央高校基本科研业务费-自由探索和自主创新项目:大数据时代下复杂函数型数据的理论研究及其应用,2022-2023,主持人,在研
5. 国家自然科学基金面上项目:复杂数据/函数型数据的建模及一致稳健性和有效统计推断,2020-2023,主要参与人,在研
6. 国家自然科学基金委员会, 面上项目, 11871323, 局部平稳面板数据的统计建模与推断 , 2019-2022, 主要参与人,已结题