G. Pan

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20082026

most citedUniversality for the largest eigenvalue of sample covariance matrices with general population

101 citations · 322 across the 19 of their papers we have counts for

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math.ST2026

When is Hotelling's $T^{2}$ asymptotically $F$ -distributed?

Yanpeng Li, Guangming Pan, Wang Zhou

For Gaussian observations, a deterministic multiple of Hotelling's $T^{2}$ statistic has an exact $F$ distribution. This paper investigates when this approximation remains valid for…

math.ST2026★ 2 cited

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…

When is Hotelling's T2 asymptotically F-distributed?

Spectral Analysis of Gram Matrices with Missing at Random Observations: Convergence, Central Limit Theorems, and Applications in Statistical Inference

When is Hotelling's $T^{2}$ asymptotically $F$ -distributed?