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Yanqing Yin
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Associate Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates
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Huiqin Li, Guangming Pan, Yanqing Yin*, Wang Zhou. (alphabetical order) Spectral Analysis of Gram Matrices with Missing at Random Observations: Convergence, Central Limit Theorems, and Applications in Statistical Inference. Annals of Statistics. (2024)
Yanqing Yin, Yanyuan Ma. Properties of eigenvalues and eigenvectors of large dimensional sample correlation matrices. Annals of Applied Probability. (2022).
Huiqin Li, Guangming Pan, Yanqing Yin*, Wang Zhou. (alphabetical order) Separable sample covariance matrices under elliptical populations with applications. Transactions of the American Mathematical Society. (2024)
Yanqing Yin*. Spectral statistics of high dimensional sample covariance matrix with unbounded population spectral norm. Bernoulli. (2022).
Yanqing Yin; Shurong Zheng; Tingting Zou. Central Limit Theorem of Linear Spectral Statistics of High-dimensional Sample Correlation Matrices. Bernoulli. (2023).
Li Ming; Wang Cheng; Yin Yanqing; Zheng Shurong. (alphabetical order) High-Dimensional Scale Invariant Discriminant Analysis. Statistica Sinica (2025).
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Research Projects
基于样本相关矩阵的若干高维数据分析方法, National Natural Science Foundation of China (NSFC)-2026/12/31
高维样本自协方差矩阵的极限定理及其应用 国家自然科学青年基金 2019.01-2021.12 主持
自协差阵的谱分析及在金融时间序列的应用 江苏省自然科学基金青年基金 2018.07-2021.07 主持
高维时间序列样本协方差矩阵的谱分离问题 江苏省高校自然科学基金 2018.08-2020.07 主持