{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T07:21:18Z","timestamp":1791184878279,"version":"4.1.0"},"reference-count":20,"publisher":"Wiley","issue":"3","license":[{"start":{"date-parts":[[2010,11,5]],"date-time":"2010-11-05T00:00:00Z","timestamp":1288915200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2010,11,5]],"date-time":"2010-11-05T00:00:00Z","timestamp":1288915200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"},{"start":{"date-parts":[[2010,11,5]],"date-time":"2010-11-05T00:00:00Z","timestamp":1288915200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":["wiley.com"],"crossmark-restriction":true},"short-container-title":["Statistics in Medicine"],"published-print":{"date-parts":[[2011,2,10]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Cure models for clustered survival data have the potential for broad applicability. In this paper, we consider the mixture cure model with random effects and propose several estimation methods based on Gaussian quadrature, rejection sampling, and importance sampling to obtain the maximum likelihood estimates of the model for clustered survival data with a cure fraction. The methods are flexible to accommodate various correlation structures. A simulation study demonstrates that the maximum likelihood estimates of parameters in the model tend to have smaller biases and variances than the estimates obtained from the existing methods. We apply the model to a study of tonsil cancer patients clustered by treatment centers to investigate the effect of covariates on the cure rate and on the failure time distribution of the uncured patients. The maximum likelihood estimates of the parameters demonstrate strong correlation among the failure times of the uncured patients and weak correlation among cure statuses in the same center. Copyright \u00a9 2010 John Wiley &amp; Sons, Ltd.<\/jats:p>","DOI":"10.1002\/sim.4098","type":"journal-article","created":{"date-parts":[[2010,11,7]],"date-time":"2010-11-07T13:47:03Z","timestamp":1289137623000},"page":"211-223","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":32,"title":["Mixture cure model with random effects for the analysis of a multi\u2010center tonsil cancer study"],"prefix":"10.1002","volume":"30","author":[{"given":"Yingwei","family":"Peng","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jeremy M. G.","family":"Taylor","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2010,11,5]]},"reference":[{"key":"e_1_2_9_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/0360-3016(95)00228-Q"},{"key":"e_1_2_9_3_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10985-007-9042-4"},{"key":"e_1_2_9_4_2","doi-asserted-by":"publisher","DOI":"10.1006\/jmva.2000.1975"},{"key":"e_1_2_9_5_2","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/65.1.141"},{"key":"e_1_2_9_6_2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1541-0420.2005.040336.x"},{"key":"e_1_2_9_7_2","doi-asserted-by":"publisher","DOI":"10.1111\/j.0006-341X.2001.00779.x"},{"key":"e_1_2_9_8_2","doi-asserted-by":"publisher","DOI":"10.1111\/j.0006-341X.2003.00135.x"},{"key":"e_1_2_9_9_2","doi-asserted-by":"publisher","DOI":"10.1002\/sim.932"},{"key":"e_1_2_9_10_2","doi-asserted-by":"publisher","DOI":"10.1002\/sim.3404"},{"key":"e_1_2_9_11_2","doi-asserted-by":"publisher","DOI":"10.1111\/j.0006-341X.2000.00237.x"},{"key":"e_1_2_9_12_2","doi-asserted-by":"publisher","DOI":"10.1111\/j.0006-341X.2000.00227.x"},{"key":"e_1_2_9_13_2","doi-asserted-by":"publisher","DOI":"10.2307\/1390625"},{"key":"e_1_2_9_14_2","doi-asserted-by":"publisher","DOI":"10.2307\/1402746"},{"key":"e_1_2_9_15_2","doi-asserted-by":"publisher","DOI":"10.1023\/A:1020566821163"},{"key":"e_1_2_9_16_2","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00188"},{"key":"e_1_2_9_17_2","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1991.10475130"},{"key":"e_1_2_9_18_2","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1111\/j.2517-6161.1989.tb01754.x","article-title":"A fast improvement to the EM algorithm on its own terms","volume":"51","author":"Meilijson I","year":"1989","journal-title":"Journal of the Royal Statistical Society, Series B"},{"key":"e_1_2_9_19_2","doi-asserted-by":"crossref","first-page":"226","DOI":"10.1111\/j.2517-6161.1982.tb01203.x","article-title":"Finding the observed information matrix when using the EM algorithm","volume":"44","author":"Louis TA","year":"1982","journal-title":"Journal of the Royal Statistical Society, Series B"},{"key":"e_1_2_9_20_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-1304-8"},{"key":"e_1_2_9_21_2","volume-title":"Bayesian Data Analysis","author":"Gelman A","year":"2004"}],"container-title":["Statistics in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fsim.4098","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fsim.4098","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/sim.4098","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,27]],"date-time":"2025-02-27T17:15:37Z","timestamp":1740676537000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/sim.4098"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,11,5]]},"references-count":20,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2011,2,10]]}},"alternative-id":["10.1002\/sim.4098"],"URL":"https:\/\/doi.org\/10.1002\/sim.4098","archive":["Portico"],"relation":{},"ISSN":["0277-6715","1097-0258"],"issn-type":[{"value":"0277-6715","type":"print"},{"value":"1097-0258","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,11,5]]}}}