Advanced search
Publication Cover
Journal of the American Statistical Association Volume 116, 2021 - Issue 534
Submit an article Journal homepage
1,238
Views
18
CrossRef citations to date
0
Altmetric
Theory and Methods

Covariate Regularized Community Detection in Sparse Graphs

Bowei YanDepartment of Statistics and Data Sciences, University of Texas at Austin, Austin, TXCorrespondence[email protected]
View further author information
&
Purnamrita SarkarDepartment of Statistics and Data Sciences, University of Texas at Austin, Austin, TXView further author information
Pages 734-745 | Received 30 Jun 2017, Accepted 28 Nov 2019, Published online: 18 Feb 2020

Citations (18)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (4)

Li Guo, Wolfgang Karl Härdle & Yubo Tao. (2024) A Time-Varying Network for Cryptocurrencies. Journal of Business & Economic Statistics 42:2, pages 437-456.
Read now
Guanhua Fang, Ganggang Xu, Haochen Xu, Xuening Zhu & Yongtao Guan. (2023) Group Network Hawkes Process. Journal of the American Statistical Association 0:0, pages 1-17.
Read now
Sihan Huang, Jiajin Sun & Yang Feng. (2023) PCABM: Pairwise Covariates-Adjusted Block Model for Community Detection. Journal of the American Statistical Association 0:0, pages 1-13.
Read now
Shirong Xu, Yaoming Zhen & Junhui Wang. (2023) Covariate-Assisted Community Detection in Multi-Layer Networks. Journal of Business & Economic Statistics 41:3, pages 915-926.
Read now

Articles from other publishers (14)

Xiaozong Wang, Fengqin Tang, Yuanyuan Wang, Cuixia Li & Xuejing Zhao. (2024) Community detection in attributed networks using neighborhood information. Cluster Computing.
Crossref
Y Hu & W Wang. (2024) Network-adjusted covariates for community detection. Biometrika.
Crossref
Vishesh Karwa, Debdeep Pati, Sonja Petrović, Liam Solus, Nikita Alexeev, Mateja Raič, Dane Wilburne, Robert Williams & Bowei Yan. (2024) Monte Carlo goodness-of-fit tests for degree corrected and related stochastic blockmodels. Journal of the Royal Statistical Society Series B: Statistical Methodology 86:1, pages 90-121.
Crossref
Luyi Shen, Arash Amini, Nathaniel Josephs & Lizhen Lin. (2024) Bayesian Community Detection for Networks with Covariates. Bayesian Analysis -1:-1.
Crossref
Heather Mathews & Alexander Volfovsky. (2023) Community informed experimental design. Statistical Methods & Applications 32:4, pages 1141-1166.
Crossref
Prateek R. Srivastava, Purnamrita Sarkar & Grani A. Hanasusanto. (2023) A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models with Outliers. Operations Research 71:1, pages 224-244.
Crossref
Yan Leng, Tara Sowrirajan, Yujia Zhai & Alex Pentland. (2023) Interpretable Stochastic Block Influence Model: Measuring Social Influence Among Homophilous Communities. IEEE Transactions on Knowledge and Data Engineering, pages 1-6.
Crossref
Yan Zhang, Rui Pan, Hansheng Wang & Haibo Su. (2023) Community detection in attributed collaboration network for statisticians. Stat 12:1.
Crossref
Yunjin Choi, Jaemin Lee & Gunwoong Park. (2022) Comparison of attributed network clustering approaches to analysing Seoul public bike stations. Stat 11:1.
Crossref
Lucy L. Gao, Daniela Witten & Jacob Bien. (2021) Testing for association in multiview network data. Biometrics 78:3, pages 1018-1030.
Crossref
Emmanuel Abbe, Jianqing Fan & Kaizheng Wang. (2022) An ℓp theory of PCA and spectral clustering. The Annals of Statistics 50:4.
Crossref
Junlong Zhao, Xiumin Liu, Hansheng Wang & Chenlei Leng. (2022) Dimension reduction for covariates in network data. Biometrika 109:1, pages 85-102.
Crossref
Liuqing Yang, Qing Pan & Yunpeng Zhao. (2021) Integrative Clustering Analysis with Application in Multi-Source Gene Expression Data. Journal of Data Science, pages 14-33.
Crossref
Li Guo, Yubo Tao & Wolfgang K. HHrdle. (2018) A Dynamic Network Perspective on the Latent Group Structure of Cryptocurrencies. SSRN Electronic Journal.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.