南京审计大学统计与数据科学学院
姓名：尹燕青
政治面貌：中共党员
最后学位：博士
岗位职称：副教授、润泽学者
研究领域：高维统计分析、随机矩阵理论及其应用
教授课程：回归分析等
通讯地址：南京市浦口区雨山西路86号
邮编：211815
Email：yinyq AT cqu.edu.cn
教育经历：
2011.09-2016.06 东北师范大学 统计学专业（硕博连读）理学博士
2007.09-2011.06 哈尔滨工业大学 信息与计算科学专业 理学学士
海外留学经历：
2015.10-2016.09 新加坡南洋理工大学联合培养博士研究生
宾夕法尼亚州立大学、新加坡南洋理工大学、香港大学、香港科技大学、澳门大学等学府访问学者
工作经历：
2025.05-至今 南京审计大学统计与数据科学学院副教授
2021.12-2025.04 重庆大学 数学与统计学学院 副教授、博士生导师
2016.12-2021.11 江苏师范大学数学与统计学学院 讲师、副教授
代表性论文:
1. Spectral Analysis of Gram Matrices with Missing at Random Observations: Convergence, Central Limit Theorems, and Applications in Statistical Inference.
Huiqin Li, Guangming Pan, Yanqing Yin*, Wang Zhou. (alphabetical order) Annals of Statistics. (2024)
2. Properties of eigenvalues and eigenvectors of large-dimensional sample correlation matrices.
Yanqing Yin*, Yanyuan Ma. Annals of Applied Probability. (2022).
3. Separable sample covariance matrices under elliptical populations with applications.
Huiqin Li, Guangming Pan, Yanqing Yin*, Wang Zhou. (alphabetical order) Transactions of the American Mathematical Society. (2024)
4. Spectral statistics of high dimensional sample covariance matrix with unbounded population spectral norm.
Yanqing Yin* . Bernoulli. (2022).
5. Central Limit Theorem of Linear Spectral Statistics of High-dimensional Sample Correlation Matrices.
Yanqing Yin, Shurong Zheng*, Tingting Zou. Bernoulli (2023).
6. Spectral Properties of Rescaled Sample Correlation Matrix.
Yanqing Yin, Changcheng Li, Guoliang Tian, Shurong Zheng*. Statistica Sinica. (2023).
7. High-Dimensional Scale Invariant Discriminant Analysis.
Li Ming; Wang Cheng; Yin Yanqing; Zheng Shurong. (alphabetical order) Statistica Sinica (2025).
8. Test for high-dimensional mean vector under missing observations.
Yanqing Yin*. Journal of Multivariate analysis. (2021).
9. Testing high dimensional covariance structure using double-normalized observations.
Yanqing Yin, Huiqin Li*, Zhidong Bai. Science China: Mathematics. (2025).
10. Some strong convergence theorems for eigenvalues of general sample covariance matrices.
Yanqing Yin*. Random Matrices Theory Appl. (2022).
11. Central limit theorem for linear spectral statistics of general separable sample covariance matrices with applications.
Huiqin Li; Yanqing Yin*; Shurong Zheng. J. Statist. Plann. Inference. (2021).
12. On the singular value distribution of large-dimensional data matrices whose columns have different correlations.
Yanqing Yin*. Statistics . (2020)
13. Model-free tests for series correlation in multivariate linear regression.
Yanqing Yin*. J. Statist. Plann. Inference . (2020)
14. A central limit theorem for sums of functions of residuals in a high-dimensional regression model with an application to variance homoscedasticity test.
Zhidong Bai Guangming Pan Yanqing Yin*. Test. (2018).
15. Central limit theorem for linear spectral statistics of large dimensional quaternion sample covariance matrices.
Yanqing Yin*. Linear Algebra Appl. (2018).
16. Gaussian fluctuations for linear spectral statistics of Wigner beta ensembles.
Yanqing Yin*. J. Math. Anal. Appl. (2018).
17. On the limit of spectral distribution of large dimensional random quaternion covariance matrices.
Yanqing Yin, Jiang Hu*. Random Matrices Theory Appl. (2017).
18. Test on the linear combinations of mean vectors in high dimensional data.
Huiqin li, Zhidong Bai, Jiang Hu*, Yanqing Yin, Kexin Zou. Test. (2017).
19. On the semicircular law of large dimensional random quaternion matrices.
Yanqing Yin, Zhidong Bai*, Jiang Hu. J. Theoret. Probab. (2016).
20. Convergence rates of the spectral distributions of large random quaternion self-dual Hermitian matrices.
Yanqing Yin, Zhidong Bai*. J. Stat. Phys. (2014).
21. On the limit of extreme eigenvalues of large dimensional random quaternion matrices.
Yanqing Yin, Zhidong Bai*, Jiang Hu. Phys. Lett. A. (2014).
主持项目情况:
1. 基于样本相关矩阵的若干高维数据分析方法
国家自然科学基金面上项目，2023.01-2026.12
2. 高维样本自协方差矩阵的极限定理及其应用
国家自然科学基金青年项目，2019.01-2021.12
3. 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项目，2018.07-2021.06
4. 高维时间序列样本协方差矩阵的谱分离问题
江苏高校自然科学基金面上项目，2018.06-2020.06
获奖及荣誉
1. 2023年入选 巴渝学者青年学者
2. 2024年入选 重庆市学术技术带头人（后备人选）
3. 2023年获 重庆大学优秀共产党员
4. 2024年获 重庆大学教书育人奖
5. 2017年获 吉林省优秀博士论文奖
6. 2011年获 哈工大优秀毕业生
