6 citations · 8 across the 4 of their papers we have counts for
4 papers
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 +1
Motivated by the statistical inference using the Gram matrix in the context of missing at random observations, this paper investigates the spectral properties of the random matrice…
The Geometry of Spectral Fluctuations: On Near-Optimal Conditions for Universal Gaussian CLTs, with Statistical Applications
Yanqing Yin, Wang Zhou
We study linear spectral statistics of high dimensional sample covariance matrices in a regime where the empirical spectral distribution remains governed by the classical sample co…
Necessary and sufficient condition for CLT of linear spectral statistics of sample correlation matrices
Yanpeng Li, Guangming Pan, Jiahui Xie +1
In this paper, we establish the central limit theorem (CLT) for the linear spectral statistics (LSS) of sample correlation matrix , constructed from a data matrix $X…
Canonical correlation coefficients of high-dimensional normal vectors: finite rank case
Zhigang Bao, Jiang Hu, Guangming Pan +1
Consider a normal vector , consisting of two sub-vectors and with dimensions and respectively. With ind…