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	Title	Author(s)	Issue Date
	On eigenvalue statistics of large sample covariance matrices and spearman correlation matrices	Qiu, Jiaxin邱佳鑫	2024
	Biomedical research and clinical trials using restricted mean survival time	Chen, Yaxian陳雅嫻 Advisor(s):Lam, KF	2024
	Statistical inference in moderately high-dimensional endogenous regressions	Huang, Zhenhong黃振弘 Advisor(s):Wang, CLi, G	2024
	Generalization analysis and regularization in over-parameterized models	Meng, Xuran孟徐然	2024
	Laguerre path-dependent volatility model	Chiu, Eddie W. K趙偉棋 Advisor(s):Cheung, KC	2023
	Dimension reduction via projection and its applications	Si, Yuefeng斯越峰 Advisor(s):Li, G	2024
	Study of survival models with infinite parameter space and its application in network analysis	Zhou, Yunpeng周云鵬 Advisor(s):Yuen, KC	2023
	Exploring financial data analysis in high dimensions	Guo, Yifeng郭屹峰 Advisor(s):Li, G	2024
	Random matrix theory and its applications in high-dimensional hypothesis testing problems	Mei, Tianxing梅天星	2023
	Study of optimization problems in the insurance industry	He, Wanting贺莞婷	2023
	Strengthening cross-interaction learning for vision networks	Fang, Yanwen方艷雯 Advisor(s):Li, G	2023
	Policy optimization for offline reinforcement learning	Liu, Yang刘阳 Advisor(s):Hofert, JM	2023
	Two-dimensional calibration-free odds (2dCFO) design for phase I drug-combination trials	Wang, Wenliang王文良 Advisor(s):Zhang, YChen, GZhu, K	2023
	Statistical methods for Mendelian randomization and causal mediation analysis	Xu, Siqi徐思琦 Advisor(s):Fung, TWKLiu, Z	2023
	Language models in NLP : from architecture design to downstream application	Gao, Jiahui高佳慧 Advisor(s):Lee, SMS	2023
	Nonconvex penalised regression and post-selection least squares under high dimensions : a local asymptotic perspective	Xu, Xiaoya徐小雅 Advisor(s):Lee, SMS	2023
	Nonparametric and semiparametric inference for survival data	Su, Wen蘇雯 Advisor(s):Yin, G	2023
	Modeling sequential dependence in statistics and machine learning	Huang, Feiqing Advisor(s):Li, G	2023
	Testing error distribution in various multivariate time series models	Luo, Donghang罗东航 Advisor(s):Zhu, KLi, WK	2023
	Spike detection : random matrix theory applications on high-dimensional data	Xu, Yuyang徐毓阳	2022