Eigen Selection in Spectral Clustering: A Theory-Guided Practice
, Journal of the American Statistical Association
, 2023
, 118: 109-121
Universal Rank Inference via Residual Subsampling with Application to Large Networks
, Annals of Statistics
, 2023
, 51(3): 1109-1133
SIMPLE: Statistical inference on membership profiles in large networks
, Journal of the Royal Statistical Society Series B-Statistical Methodology
, 2022
, 630-653
Asymptotic theory of eigenvectors for random matrices with diverging spikes
, Journal of the American Statistical Association
, 2022
, 117: 996-1009
Limiting laws for divergent spiked eigenvalues and largest nonspiked eigenvalue of sample covariance matrices
, Annals of Statistics
, 2020
, 48(3): 1255-1280
The Tracy–Widom law for the largest eigenvalue of F type matrices
, Annals of Statistics
, 2016
, 44(4): 1564-1592
Individual-centered Partial Information in Social Networks
, Journal of Machine Learning Research
, 2024
, 25: 1-60
A unified matrix model including both CCA and F matrices in multivariate analysis: the largest eigenvalue and its applications
, Bernoulli
, 2018
, 24(4B): 3447-3468