{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,18]],"date-time":"2026-03-18T22:25:50Z","timestamp":1773872750568,"version":"3.50.1"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031976629","type":"print"},{"value":"9783031976636","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,6,28]],"date-time":"2025-06-28T00:00:00Z","timestamp":1751068800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,6,28]],"date-time":"2025-06-28T00:00:00Z","timestamp":1751068800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-031-97663-6_6","type":"book-chapter","created":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T05:01:52Z","timestamp":1751605312000},"page":"78-88","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Imputation of\u00a0the\u00a0Response Variable in\u00a0Survival Analysis with\u00a0Interval-Censored Data"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0559-1327","authenticated-orcid":false,"given":"Gustavo","family":"Soutinho","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8577-7665","authenticated-orcid":false,"given":"Lu\u00eds","family":"Meira-Machado","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,6,28]]},"reference":[{"issue":"282","key":"6_CR1","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1080\/01621459.1958.10501452","volume":"53","author":"EL Kaplan","year":"1958","unstructured":"Kaplan, E.L., Meier, P.: Nonparametric estimation from incomplete observations. J. Am. Stat. Assoc. 53(282), 457\u2013481 (1958)","journal-title":"J. Am. Stat. Assoc."},{"key":"6_CR2","unstructured":"Strapasson, D.R.: Modelos para an\u00e1lise de sobreviv\u00eancia com censura intervalar: Estudo de simula\u00e7\u00e3o e aplica\u00e7\u00e3o. Master\u2019s thesis, Universidade de S\u00e3o Paulo (2007)"},{"issue":"8","key":"6_CR3","doi-asserted-by":"publisher","first-page":"1467","DOI":"10.1002\/bimj.202100013","volume":"64","author":"M Abrahamowicz","year":"2022","unstructured":"Abrahamowicz, M., Beauchamp, M.-E., Moura, C.S., Bernatsky, S., Guerra, S.F., Danieli, C.: Adapting SIMEX to correct for bias due to interval-censored outcomes in survival analysis with time-varying exposure. Biom. J. 64(8), 1467\u20131485 (2022)","journal-title":"Biom. J."},{"issue":"3","key":"6_CR4","first-page":"269","volume":"9","author":"G Gomes","year":"2009","unstructured":"Gomes, G., Giolo, S.R., Colosimo, E.A.: Survival analysis for interval-censored data: an R tutorial. Stat. Model. 9(3), 269\u2013287 (2009)","journal-title":"Stat. Model."},{"issue":"3","key":"6_CR5","doi-asserted-by":"publisher","first-page":"290","DOI":"10.1111\/j.2517-6161.1976.tb01597.x","volume":"38","author":"BW Turnbull","year":"1976","unstructured":"Turnbull, B.W.: The empirical distribution function with arbitrarily grouped, censored, and truncated data. J. Roy. Stat. Soc.: Ser. B (Methodol.) 38(3), 290\u2013295 (1976)","journal-title":"J. Roy. Stat. Soc.: Ser. B (Methodol.)"},{"issue":"1","key":"6_CR6","first-page":"7","volume":"29","author":"TI Lin","year":"2010","unstructured":"Lin, T.I., Lee, J.C., Yen, S.Y.: Finite mixture modelling for interval-censored survival data. Stat. Med. 29(1), 7\u201320 (2010)","journal-title":"Stat. Med."},{"issue":"2","key":"6_CR7","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1111\/j.2517-6161.1972.tb00899.x","volume":"34","author":"DR Cox","year":"1972","unstructured":"Cox, D.R.: Regression models and life-tables (with discussion). J. Roy. Stat. Soc.: Ser. B (Methodol.) 34(2), 187\u2013202 (1972)","journal-title":"J. Roy. Stat. Soc.: Ser. B (Methodol.)"},{"key":"6_CR8","unstructured":"Bartlett, J.W., Keogh, R., Bonneville, E.F., Ekstr\u00f8m, C.T.: smcfcs: substantive model compatible fully conditional specification. R package version 1.9.1 (2024). https:\/\/cran.r-project.org\/package=smcfcs"},{"key":"6_CR9","doi-asserted-by":"crossref","unstructured":"Meira-machado, L.: The Kaplan-Meier estimator: new insights and applications in multi-state survival analysis. In: Lecture Notes in Computer Science, pp. 129\u2013139 (2023)","DOI":"10.1007\/978-3-031-37129-5_11"},{"key":"6_CR10","volume-title":"Statistical Models and Methods for Lifetime Data","author":"JF Lawless","year":"2003","unstructured":"Lawless, J.F.: Statistical Models and Methods for Lifetime Data, 2nd edn. Wiley, Hoboken (2003)","edition":"2"},{"key":"6_CR11","doi-asserted-by":"publisher","DOI":"10.1002\/9781118032985","volume-title":"The Statistical Analysis of Failure Time Data","author":"JD Kalbfleisch","year":"2002","unstructured":"Kalbfleisch, J.D., Prentice, R.L.: The Statistical Analysis of Failure Time Data, 2nd edn. Wiley, Hoboken (2002)","edition":"2"},{"issue":"14\u201315","key":"6_CR12","doi-asserted-by":"publisher","first-page":"1871","DOI":"10.1002\/sim.4780111409","volume":"11","author":"LJ Wei","year":"1992","unstructured":"Wei, L.J.: The accelerated failure time model: a useful alternative to the Cox regression model in survival analysis. Stat. Med. 11(14\u201315), 1871\u20131879 (1992)","journal-title":"Stat. Med."},{"issue":"23","key":"6_CR13","first-page":"4834","volume":"38","author":"H Wang","year":"2019","unstructured":"Wang, H., Li, B., Ghosh, D.: A gradient boosting approach for censored survival data. Stat. Med. 38(23), 4834\u20134846 (2019)","journal-title":"Stat. Med."}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2025 Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-97663-6_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T05:01:57Z","timestamp":1751605317000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-97663-6_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,28]]},"ISBN":["9783031976629","9783031976636"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-97663-6_6","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,6,28]]},"assertion":[{"value":"28 June 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science and Its Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Istanbul","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"T\u00fcrkiye","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 June 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 July 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccsa2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iccsa.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}