most citedStatistical inference of random graphs with a surrogate likelihood function

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math.ST2022

Eigenvector-Assisted Statistical Inference for Signal-Plus-Noise Matrix Models

Fangzheng Xie, Dingbo Wu

In this paper, we develop a generalized Bayesian inference framework for a collection of signal-plus-noise matrix models arising in high-dimensional statistics and many application…