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高维统计分析
大维随机矩阵的谱分析及其在统计中的应用
- 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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