CORRECTION TO THE PROOF OF CONSISTENCY OF COMMUNITY DETECTION

• 成果类型: Article
• 署名作者: Bickel, Peter J.; Chen, Aiyou; Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji
• 署名单位: University of California System; University of California Berkeley; Alphabet Inc.; Google Incorporated; George Mason University; University of Michigan System; University of Michigan
• 刊物名称: ANNALS OF STATISTICS
• ISSN/ISSBN: 0090-5364
• DOI: 10.1214/14-AOS1271
• 发表日期: 2015
• 页码: 462-466
• 关键词: models

摘要

This note corrects an error in two related proofs of consistency of community detection: under stochastic block models by Bickel and Chen [Proc. Natl. Acad. ScL USA 106 (2009) 21068-21073] and under degree-corrected stochastic block model by Zhao, Levina and Zhu [Ann. Statist. 40 (2012) 2266-2292].