{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T00:08:15Z","timestamp":1772755695543,"version":"3.50.1"},"reference-count":76,"publisher":"Informa UK Limited","issue":"1","funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DMS-2413327"],"award-info":[{"award-number":["DMS-2413327"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"NIH grant","award":["7R01LM013309"],"award-info":[{"award-number":["7R01LM013309"]}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Journal of Computational and Graphical Statistics"],"published-print":{"date-parts":[[2026,1,2]]},"DOI":"10.1080\/10618600.2025.2509588","type":"journal-article","created":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T10:16:43Z","timestamp":1749118603000},"page":"129-142","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":0,"title":["A Bootstrap-based Method for Testing Similarity of Matched Networks"],"prefix":"10.1080","volume":"35","author":[{"given":"Somnath","family":"Bhadra","sequence":"first","affiliation":[{"name":"Department of Statistics, University of Florida","place":["Gainesville"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kaustav","family":"Chakraborty","sequence":"additional","affiliation":[{"name":"Department of Statistics, University of Illinois at Urbana-Champaign","place":["Urbana"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6889-8599","authenticated-orcid":false,"given":"Srijan","family":"Sengupta","sequence":"additional","affiliation":[{"name":"Department of Statistics, North Carolina State University","place":["Raleigh"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Soumendra N.","family":"Lahiri","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Statistics, Washington University in St. Louis","place":["St Louis"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"301","published-online":{"date-parts":[[2025,7,15]]},"reference":[{"key":"e_1_3_3_2_1","article-title":"\u201cNonparametric Two-Sample Hypothesis Testing for Random Graphs with Negative and Repeated Eigenvalues,\u201d","author":"Agterberg J.","year":"2020","unstructured":"Agterberg, J., Tang, M., and Priebe, C. (2020), \u201cNonparametric Two-Sample Hypothesis Testing for Random Graphs with Negative and Repeated Eigenvalues,\u201d arXiv preprint arXiv:2012.09828.","journal-title":"arXiv preprint"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.1929-08.2008"},{"key":"e_1_3_3_4_1","volume-title":"Asymptotic Theory for Bootstrap Methods in Statistics","author":"Beran R.","year":"1991","unstructured":"Beran, R., and Ducharme, G. R. (1991), \u201cAsymptotic Theory for Bootstrap Methods in Statistics.\u201d Montreal: Centre de Reserches Mathematiques, University of Montreal."},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.1214\/15-AOS1338"},{"key":"e_1_3_3_6_1","doi-asserted-by":"publisher","DOI":"10.5705\/ss.202022.0108"},{"key":"e_1_3_3_7_1","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2024.2432974"},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2011.tm10159"},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.252631999"},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13171-021-00249-0"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511802843"},{"key":"e_1_3_3_12_1","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344552"},{"key":"e_1_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.1201\/9780429246593"},{"key":"e_1_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.5486\/PMD.1959.6.3-4.12"},{"key":"e_1_3_3_15_1","first-page":"1","article-title":"\u201cScalable Resampling in Massive Generalized Linear Models via Subsampled Residual Bootstrap,\u201d","volume":"25","author":"Ganguly I.","year":"2024","unstructured":"Ganguly, I., Sengupta, S., and Ghosh, S. (2024), \u201cScalable Resampling in Massive Generalized Linear Models via Subsampled Residual Bootstrap,\u201d Journal of Machine Learning Research, 25, 1\u201336.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_3_16_1","first-page":"1980","article-title":"\u201cAchieving Optimal Misclassification Proportion in Stochastic Block Models,\u201d","volume":"18","author":"Gao C.","year":"2017","unstructured":"Gao, C., Ma, Z., Zhang, A. Y., and Zhou, H. H. (2017), \u201cAchieving Optimal Misclassification Proportion in Stochastic Block Models,\u201d The Journal of Machine Learning Research, 18, 1980\u20132024.","journal-title":"The Journal of Machine Learning Research"},{"key":"e_1_3_3_17_1","doi-asserted-by":"publisher","DOI":"10.1214\/17-AOS1615"},{"key":"e_1_3_3_18_1","unstructured":"Gemmetto V. and Garlaschelli D. (2017) \u201cReconstruction of Multiplex Networks with Correlated Layers \u201d arXiv preprint arXiv:1709.03918."},{"key":"e_1_3_3_19_1","first-page":"954","volume-title":"Conference on Learning Theory","author":"Ghoshdastidar D.","year":"2017","unstructured":"Ghoshdastidar, D., Gutzeit, M., Carpentier, A., and von Luxburg, U. (2017), \u201cTwo-Sample Tests for Large Random Graphs Using Network Statistics,\u201d in Conference on Learning Theory, pp. 954\u2013977."},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1214\/19-AOS1884"},{"key":"e_1_3_3_21_1","first-page":"3019","article-title":"\u201cPractical Methods for Graph Two-Sample Testing,\u201d in","author":"Ghoshdastidar D.","year":"2018","unstructured":"Ghoshdastidar, D., and von Luxburg, U. (2018), \u201cPractical Methods for Graph Two-Sample Testing,\u201d in Advances in Neural Information Processing Systems, pp. 3019\u20133028.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_3_22_1","doi-asserted-by":"publisher","DOI":"10.1214\/16-AOAS1015"},{"key":"e_1_3_3_23_1","doi-asserted-by":"publisher","DOI":"10.1214\/21-EJS1896"},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1993.tb01484.x"},{"key":"e_1_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.1214\/13-AOS1137"},{"key":"e_1_3_3_26_1","first-page":"1511","volume-title":"International Conference on Machine Learning","author":"Han Q.","year":"2015","unstructured":"Han, Q., Xu, K., and Airoldi, E. (2015), \u201cConsistent Estimation of Dynamic and Multi-Layer Block Models,\u201d in International Conference on Machine Learning, pp. 1511\u20131520."},{"key":"e_1_3_3_27_1","doi-asserted-by":"publisher","DOI":"10.1198\/016214502388618906"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/0378-8733(83)90021-7"},{"key":"e_1_3_3_29_1","doi-asserted-by":"publisher","DOI":"10.1002\/asmb.2326"},{"key":"e_1_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2024.2393471"},{"key":"e_1_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2011.08.019"},{"key":"e_1_3_3_32_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.83.016107"},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12050"},{"key":"e_1_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v024.i05"},{"key":"e_1_3_3_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3803-2"},{"key":"e_1_3_3_36_1","doi-asserted-by":"publisher","DOI":"10.1214\/15-AOS1360"},{"key":"e_1_3_3_37_1","doi-asserted-by":"crossref","unstructured":"Levin K. Athreya A. Tang M. Lyzinski V. Park Y. and Priebe C. E. (2017) \u201cA Central Limit Theorem for an Omnibus Embedding of Multiple Random Graphs and Implications for Multiscale Network Inference \u201d arXiv preprint arXiv:1705.09355.","DOI":"10.1109\/ICDMW.2017.132"},{"key":"e_1_3_3_38_1","unstructured":"Levin K. and Levina E. (2019) \u201cBootstrapping Networks with Latent Space Structure \u201d arXiv preprint arXiv:1907.10821."},{"key":"e_1_3_3_39_1","unstructured":"Li Y. and Li H. (2018) \u201cTwo-Sample Test of Community Memberships of Weighted Stochastic Block Models \u201d arXiv preprint arXiv:1811.12593."},{"key":"e_1_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.1214\/25-EJS2364"},{"key":"e_1_3_3_41_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asac032"},{"key":"e_1_3_3_42_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asab058"},{"key":"e_1_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2100482118"},{"key":"e_1_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.92.032805"},{"key":"e_1_3_3_45_1","doi-asserted-by":"publisher","DOI":"10.1214\/16-EJS1211"},{"key":"e_1_3_3_46_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asad021"},{"key":"e_1_3_3_47_1","first-page":"3120","article-title":"\u201cRegularized Spectral Clustering Under the Degree-Corrected Stochastic Blockmodel,\u201d in","author":"Qin T.","year":"2013","unstructured":"Qin, T., and Rohe, K. (2013), \u201cRegularized Spectral Clustering Under the Degree-Corrected Stochastic Blockmodel,\u201d in Advances in Neural Information Processing Systems, pp. 3120\u20133128.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2012.679240"},{"key":"e_1_3_3_49_1","doi-asserted-by":"publisher","DOI":"10.1214\/11-AOS887"},{"key":"e_1_3_3_50_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2014.12.022"},{"key":"e_1_3_3_51_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2012.08.004"},{"key":"e_1_3_3_52_1","unstructured":"Sengupta S. (2018) \u201cAnomaly Detection in Static Networks Using Egonets \u201d arXiv preprint arXiv:1807.08925."},{"key":"e_1_3_3_53_1","doi-asserted-by":"publisher","DOI":"10.5705\/ss.2013.231"},{"key":"e_1_3_3_54_1","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12245"},{"key":"e_1_3_3_55_1","doi-asserted-by":"publisher","DOI":"10.1111\/jtsa.12109"},{"key":"e_1_3_3_56_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2015.1080709"},{"key":"e_1_3_3_57_1","first-page":"446","volume-title":"Applied Stochastic Models in Business and Industry","author":"Sengupta S.","year":"2018","unstructured":"Sengupta, S., and Woodall, W. H. (2018), \u201cDiscussion of \u201cStatistical Methods for Network Surveillance\u201d by D. R. Jeske, N.T. Stevens, A. G. Tartakovsky and J. D. Wilson,\u201d Applied Stochastic Models in Business and Industry, 34, 446\u2013448."},{"key":"e_1_3_3_58_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-0795-5"},{"key":"e_1_3_3_59_1","unstructured":"Shao Z. and Le C. M. (2024) \u201cParametric Bootstrap on Networks with Non-exchangeable Nodes \u201d arXiv preprint arXiv:2402.01866."},{"key":"e_1_3_3_60_1","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176345636"},{"key":"e_1_3_3_61_1","doi-asserted-by":"publisher","DOI":"10.1080\/08982112.2021.1974036"},{"key":"e_1_3_3_62_1","doi-asserted-by":"publisher","DOI":"10.1080\/08982112.2021.1974033"},{"key":"e_1_3_3_63_1","doi-asserted-by":"publisher","DOI":"10.1080\/08982112.2021.1974034"},{"key":"e_1_3_3_64_1","doi-asserted-by":"publisher","DOI":"10.1080\/08982112.2021.1974035"},{"key":"e_1_3_3_65_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2012.699795"},{"key":"e_1_3_3_66_1","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2016.1193505"},{"key":"e_1_3_3_67_1","doi-asserted-by":"publisher","DOI":"10.3150\/15-BEJ789"},{"key":"e_1_3_3_68_1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511921681"},{"key":"e_1_3_3_69_1","unstructured":"Wang F. Li W. Padilla O. H. M. Yu Y. and Rinaldo A. (2023) \u201cMultilayer Random Dot Product Graphs: Estimation and Online Change Point Detection \u201d arXiv preprint arXiv:2306.15286."},{"key":"e_1_3_3_70_1","doi-asserted-by":"publisher","DOI":"10.1038\/30918"},{"key":"e_1_3_3_71_1","doi-asserted-by":"publisher","DOI":"10.1080\/0740817X.2016.1213468"},{"key":"e_1_3_3_72_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2023.107903"},{"key":"e_1_3_3_73_1","doi-asserted-by":"publisher","DOI":"10.3150\/23-BEJ1602"},{"key":"e_1_3_3_74_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-77004-6_11"},{"key":"e_1_3_3_75_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btn660"},{"key":"e_1_3_3_76_1","doi-asserted-by":"publisher","DOI":"10.1214\/21-AOS2125"},{"key":"e_1_3_3_77_1","doi-asserted-by":"publisher","DOI":"10.1214\/12-AOS1036"}],"container-title":["Journal of Computational and Graphical Statistics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/10618600.2025.2509588","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,5]],"date-time":"2026-03-05T23:13:29Z","timestamp":1772752409000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/10618600.2025.2509588"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,15]]},"references-count":76,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2026,1,2]]}},"alternative-id":["10.1080\/10618600.2025.2509588"],"URL":"https:\/\/doi.org\/10.1080\/10618600.2025.2509588","relation":{},"ISSN":["1061-8600","1537-2715"],"issn-type":[{"value":"1061-8600","type":"print"},{"value":"1537-2715","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,7,15]]},"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":"2024-04-11","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-04-30","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-07-15","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}