2 papers
stat.ME2023
Network Inference Using the Hub Model and Variants
Zhibing He, Yunpeng Zhao, Peter Bickel +3
Statistical network analysis primarily focuses on inferring the parameters of an observed network. In many applications, especially in the social sciences, the observed data is the…
stat.ME2023
Multiple Testing of Local Extrema for Detection of Structural Breaks in Piecewise Linear Models
Zhibing He, Dan Cheng, Yunpeng Zhao
In this paper, we propose a new generic method for detecting the number and locations of structural breaks or change points in piecewise linear models under stationary Gaussian noi…