most citedStatistical inference of random graphs with a surrogate likelihood function

1 citations · 1 across the 2 of their papers we have counts for

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2 papers

stat.ME2022★ 1 cited

Statistical inference of random graphs with a surrogate likelihood function

Dingbo Wu, Fangzheng Xie

Spectral estimators have been broadly applied to statistical network analysis, but they do not incorporate the likelihood information of the network sampling model. This paper prop…

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…