{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T20:57:38Z","timestamp":1777409858950,"version":"3.51.4"},"reference-count":25,"publisher":"Informa UK Limited","issue":"1","funder":[{"DOI":"10.13039\/501100000930","name":"NSF: National Science Foundation","doi-asserted-by":"publisher","award":["DMS-2113662"],"award-info":[{"award-number":["DMS-2113662"]}],"id":[{"id":"10.13039\/501100000930","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000930","name":"NSF: National Science Foundation","doi-asserted-by":"publisher","award":["DMS-1613072"],"award-info":[{"award-number":["DMS-1613072"]}],"id":[{"id":"10.13039\/501100000930","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000930","name":"NSF: National Science Foundation","doi-asserted-by":"publisher","award":["DMS-1606839"],"award-info":[{"award-number":["DMS-1606839"]}],"id":[{"id":"10.13039\/501100000930","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000930","name":"NSF: National Science Foundation","doi-asserted-by":"publisher","award":["DMS-2134107"],"award-info":[{"award-number":["DMS-2134107"]}],"id":[{"id":"10.13039\/501100000930","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000930","name":"NSF: National Science Foundation","doi-asserted-by":"publisher","award":["DMS-2100729"],"award-info":[{"award-number":["DMS-2100729"]}],"id":[{"id":"10.13039\/501100000930","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000930","name":"NSF: National Science Foundation","doi-asserted-by":"publisher","award":["SES-2217440"],"award-info":[{"award-number":["SES-2217440"]}],"id":[{"id":"10.13039\/501100000930","id-type":"DOI","asserted-by":"publisher"}]},{"name":"ARO: Army Research Office","award":["W911NF-17-1-0010"],"award-info":[{"award-number":["W911NF-17-1-0010"]}]},{"DOI":"10.13039\/100000002","name":"NIH: National Institutes of Health","doi-asserted-by":"crossref","award":["R01-GM126550"],"award-info":[{"award-number":["R01-GM126550"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Journal of Computational and Graphical Statistics"],"published-print":{"date-parts":[[2024,1,2]]},"DOI":"10.1080\/10618600.2023.2219708","type":"journal-article","created":{"date-parts":[[2023,5,31]],"date-time":"2023-05-31T15:55:11Z","timestamp":1685548511000},"page":"219-230","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":10,"title":["Statistical Significance of Clustering with Multidimensional Scaling"],"prefix":"10.1080","volume":"33","author":[{"given":"Hui","family":"Shen","sequence":"first","affiliation":[{"name":"Department of Statistics and Operations Research, University of North Carolina at Chapel Hill","place":["Chapel Hill"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shankar","family":"Bhamidi","sequence":"additional","affiliation":[{"name":"Department of Statistics and Operations Research, University of North Carolina at Chapel Hill","place":["Chapel Hill"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1686-0545","authenticated-orcid":false,"given":"Yufeng","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Statistics and Operations Research, Department of Genetics, and Department of Biostatistics, Carolina Center for Genome Sciences, Linberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill","place":["Chapel Hill"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"301","published-online":{"date-parts":[[2023,7,20]]},"reference":[{"key":"e_1_3_5_2_1","doi-asserted-by":"publisher","DOI":"10.1214\/19-AOS1854"},{"key":"e_1_3_5_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2014.09.050"},{"key":"e_1_3_5_4_1","first-page":"125","article-title":"\u201cSupport Vector Clustering,\u201d","volume":"2","author":"Ben-Hur A.","year":"2001","unstructured":"Ben-Hur, A., Horn, D., Siegelmann, H. T., and Vapnik, V. (2001), \u201cSupport Vector Clustering,\u201d Journal of Machine Learning Research, 2, 125\u2013137.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_5_5_1","volume-title":"Modern Multidimensional Scaling Theory and Applications","author":"Borg I.","year":"2005","unstructured":"Borg, I., and Groenen, P. J. F. (2005), Modern Multidimensional Scaling Theory and Applications, New York: Springer."},{"key":"e_1_3_5_6_1","unstructured":"Chakravarti P. Balakrishnan S. and Wasserman L. (2019) \u201cGaussian Mixture Clustering Using Relative Tests of Fit \u201d arXiv preprint arXiv:1910.02566."},{"key":"e_1_3_5_7_1","doi-asserted-by":"publisher","DOI":"10.1198\/016214502760047131"},{"key":"e_1_3_5_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.113"},{"key":"e_1_3_5_9_1","first-page":"65","article-title":"\u201cA Simple Sequentially Rejective Multiple Test Procedure,\u201d","volume":"6","author":"Holm S.","year":"1979","unstructured":"Holm, S. (1979), \u201cA Simple Sequentially Rejective Multiple Test Procedure,\u201d Scandinavian Journal of Statistics, 6, 65\u201370.","journal-title":"Scandinavian Journal of Statistics"},{"key":"e_1_3_5_10_1","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2014.948179"},{"key":"e_1_3_5_11_1","doi-asserted-by":"publisher","DOI":"10.1111\/biom.12647"},{"key":"e_1_3_5_12_1","doi-asserted-by":"publisher","DOI":"10.1093\/imaiai\/iaac004"},{"key":"e_1_3_5_13_1","doi-asserted-by":"publisher","DOI":"10.1198\/016214508000000454"},{"key":"e_1_3_5_14_1","doi-asserted-by":"publisher","DOI":"10.1214\/20-AOS2044"},{"key":"e_1_3_5_15_1","first-page":"281","volume-title":"Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability","volume":"1","author":"MacQueen J.","year":"1967","unstructured":"MacQueen, J. et\u00a0al. (1967), \u201cSome Methods for Classification and Analysis of Multivariate Observations,\u201d in Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Oakland, CA, USA (Vol. 1), pp. 281\u2013297."},{"key":"e_1_3_5_16_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2011.646935"},{"key":"e_1_3_5_17_1","doi-asserted-by":"publisher","DOI":"10.1002\/0471721182.scard"},{"key":"e_1_3_5_18_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/18.11.1462"},{"key":"e_1_3_5_19_1","unstructured":"Nakamura A. (2006) \u201cLaboratory for Algorithmics: Datasets \u201d available at https:\/\/www-alg.ist.hokudai.ac.jp\/datasets.html."},{"key":"e_1_3_5_20_1","first-page":"197","volume-title":"International Conference on Discovery Science","author":"Poland J.","year":"2006","unstructured":"Poland, J., and Zeugmann, T. (2006), \u201cClustering Pairwise Distances with Missing Data: Maximum Cuts Versus Normalized Cuts,\u201d in International Conference on Discovery Science, pp. 197\u2013208, Springer."},{"key":"e_1_3_5_21_1","doi-asserted-by":"publisher","DOI":"10.1214\/aop\/1176993713"},{"key":"e_1_3_5_22_1","doi-asserted-by":"publisher","DOI":"10.1186\/bcr2635"},{"key":"e_1_3_5_23_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature11404"},{"key":"e_1_3_5_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-007-9033-z"},{"key":"e_1_3_5_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40745-015-0040-1"},{"key":"e_1_3_5_26_1","doi-asserted-by":"publisher","DOI":"10.5306\/wjco.v5.i3.412"}],"updated-by":[{"DOI":"10.1080\/10618600.2025.2554679","type":"correction","label":"Correction","source":"publisher","updated":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T00:00:00Z","timestamp":1761782400000}}],"container-title":["Journal of Computational and Graphical Statistics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/10618600.2023.2219708","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T18:08:17Z","timestamp":1761847697000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/10618600.2023.2219708"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,20]]},"references-count":25,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,1,2]]}},"alternative-id":["10.1080\/10618600.2023.2219708"],"URL":"https:\/\/doi.org\/10.1080\/10618600.2023.2219708","relation":{},"ISSN":["1061-8600","1537-2715"],"issn-type":[{"value":"1061-8600","type":"print"},{"value":"1537-2715","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,7,20]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ucgs20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ucgs20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2022-05-24","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-05-19","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-07-20","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}