11 citations · 42 across the 17 of their papers we have counts for
5 papers · 1 filter
A Consistent Feature Screening Approach for Tensor Responses with Applications to Genome-Wide Facial Shape Association
Shaofei Zhao, Zuofeng Shang, Seth M. Weinberg +3
As data collecting technologies advance, data structures are getting more and more complex, from single vectors to multi-dimensional tensors. This article is motivated by a variabl…
Empirical likelihood test for community structure in networks
Mingao Yuan, Sharmin Hossain, Zuofeng Shang
Network data, characterized by interconnected nodes and edges, is pervasive in various domains and has gained significant popularity in recent years. In network data analysis, test…
Minimax Nonparametric Two-sample Test under Smoothing
Xin Xing, Zuofeng Shang, Pang Du +3
We consider the problem of comparing probability densities between two groups. A new probabilistic tensor product smoothing spline framework is developed to model the joint density…
A likelihood-ratio type test for stochastic block models with bounded degrees
Mingao Yuan, Yang Feng, Zuofeng Shang
A fundamental problem in network data analysis is to test Erdös-Rényi model versus a bisection stochastic block model $\mathcal{G}\left(n…
Bayesian Ultrahigh-Dimensional Screening Via MCMC
Zuofeng Shang, Ping Li
We explore the theoretical and numerical property of a fully Bayesian model selection method in sparse ultrahigh-dimensional settings, i.e., , where is the number of co…