侯志强

侯志强博士,副教授、硕士生导师

电子邮箱:houzq3031AT163.com(把AT换成@)

研究方向:大维随机矩阵谱理论与高维统计分析。

个人简介:本科毕业于哈尔滨工业大学数学与应用数学专业,获得理学学士学位;硕博连读东北师范大学统计学专业,获得理学博士学位。为本科生及研究生讲授《时间序列分析》、《多元统计分析》等课程。

代表性成果:

承担课题

1.2022.01-2024.12,非中心大维随机矩阵离群特征根的渐近性质及其应用(12101359),国家自然科学基金青年基金,主持。

2.2025.01-2027.12,基于非中心大维随机矩阵的信号检测方法(ZR2024QA015),山东省自然科学基金青年基金,主持。

论文

1.Dandan Jiang,Zhiqiang Hou, Zhidong Bai and Runze Li. Invariance Principle and CLT for the Spiked Eigenvalues of Large-dimensional Fisher Matrices and Applications. Statistica Sinica, 2025, 35, 1-23.

2.Zhiqiang Houand Pengfei Wang. Large-Scale Multiple Testing via Multivariate Hidden MarkovModels. Computational Statistics.Communications in Statistics-Simulation and Computation, 2024,53(4),1-20. doi.org/10.1080/03610918.2022.2061001.

3.Zhiqiang Hou, XiaoZhuo Zhang, Zhidong Bai and Jiang Hu. Spiked eigenvalues of noncentral Fisher matrix with applications. Bernoulli, 2023, 29(4), 3171-3197.

4.Zhidong Bai,Zhiqiang Hou, Jiang Hu, Dandan Jiang and Xiaozhuo Zhang. Limiting CanonicalDistribution of Two Large-Dimensional Random Vectors. In: Arnold, B.C., Balakrishnan, N., Coelho, C.A. (eds) Methodology and Applications of Statistics. Contributions to Statistics.2022,Springer, Cham.https://doi.org/10.1007/978-3-030-83670-2_10.

5.Zhiqiang Hou, Yan Liu, Jiang Hu and Zhidong Bai. Approximation of the power functions of Roy's largest root test under general spiked alternatives.Random Matrices: Theory and Applications,2021, Vol.10,01,2150006.

6.Dandan Jiang,Zhiqiang Houand Jiang Hu.The limits of the sample spiked eigenvalues for a high-dimensional generalized Fisher matrix and its applications.Journal of Statistical Planning and Inference.2021,215, 208-217.