{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T00:55:21Z","timestamp":1776128121144,"version":"3.50.1"},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2019,6,24]],"date-time":"2019-06-24T00:00:00Z","timestamp":1561334400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,6,24]],"date-time":"2019-06-24T00:00:00Z","timestamp":1561334400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Comput Stat"],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1007\/s00180-019-00908-9","type":"journal-article","created":{"date-parts":[[2019,6,24]],"date-time":"2019-06-24T22:13:35Z","timestamp":1561414415000},"page":"1649-1674","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Methods for estimating the optimal number and location of cut points in multivariate survival analysis: a statistical solution to the controversial effect of BMI"],"prefix":"10.1007","volume":"34","author":[{"given":"Chung","family":"Chang","sequence":"first","affiliation":[]},{"given":"Meng-Ke","family":"Hsieh","sequence":"additional","affiliation":[]},{"given":"An Jen","family":"Chiang","sequence":"additional","affiliation":[]},{"given":"Yi-Hsuan","family":"Tsai","sequence":"additional","affiliation":[]},{"given":"Chia-Chiung","family":"Liu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6859-4293","authenticated-orcid":false,"given":"Jiabin","family":"Chen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,6,24]]},"reference":[{"issue":"6","key":"908_CR1","doi-asserted-by":"publisher","first-page":"2586","DOI":"10.1177\/0962280215601873","volume":"26","author":"I Barrio","year":"2015","unstructured":"Barrio I, Arostegui I, Rodriguez-Alvarez M, Quintana JM (2015) A new approach to categorising continuous variables in prediction models: proposal and validation. Stat Methods Med Res 26(6):2586\u20132602. \n                    https:\/\/doi.org\/10.1177\/0962280215601873","journal-title":"Stat Methods Med Res"},{"key":"908_CR2","doi-asserted-by":"publisher","first-page":"1625","DOI":"10.1056\/NEJMoa021423","volume":"348","author":"EE Calle","year":"2003","unstructured":"Calle EE, Rodriguez C, Walker-Thurmond K, Thun MJ (2003) Overweight, obesity, and mortality from cancer in a prospectively studied cohort of US adults. N Engl J Med 348:1625\u20131638","journal-title":"N Engl J Med"},{"key":"908_CR3","doi-asserted-by":"publisher","first-page":"7252","DOI":"10.1158\/1078-0432.CCR-04-0713","volume":"10","author":"RL Camp","year":"2004","unstructured":"Camp RL, Dolled-Filhart M, Rimm DL (2004) X-tile: a new bio-informatics tool for biomarker assessment and outcome-based cut-point optimization. Clin Cancer Res 10:7252\u20137259","journal-title":"Clin Cancer Res"},{"issue":"4","key":"908_CR4","doi-asserted-by":"publisher","first-page":"76231","DOI":"10.1371\/journal.pone.0176231","volume":"12","author":"C Chang","year":"2017","unstructured":"Chang C, Hsieh MK, Chang WY, Chiang AJ, Chen J (2017) Determining the optimal number and location of cutoff points with application to data of cervical cancer. PLOS One 12(4):76231. \n                    https:\/\/doi.org\/10.1371\/journal.pone.0176231","journal-title":"PLOS One"},{"key":"908_CR5","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1016\/j.ygyno.2016.03.035","volume":"141","author":"LH Clark","year":"2016","unstructured":"Clark LH, Jackson AL, Soo AE, Orrey DC, Gehrig PA, Kim KH (2016) Extremes in body mass index affect overall survival in women with cervical cancer. Gynecol Oncol 141:497\u2013500","journal-title":"Gynecol Oncol"},{"key":"908_CR6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-05094-1","volume-title":"Introduction to evolutionary computing","author":"AE Eiben","year":"2003","unstructured":"Eiben AE, Smith JE (2003) Introduction to evolutionary computing. Springer, Berlin"},{"key":"908_CR7","doi-asserted-by":"publisher","first-page":"2203","DOI":"10.1002\/(SICI)1097-0258(19961030)15:20<2203::AID-SIM357>3.0.CO;2-G","volume":"15","author":"D Faraggi","year":"1996","unstructured":"Faraggi D, Simon R (1996) A simulation study of cross-validation for selecting an optimal cutpoint in univariate survival analysis. Stat Med 15:2203\u20132213","journal-title":"Stat Med"},{"key":"908_CR8","doi-asserted-by":"publisher","first-page":"374","DOI":"10.1016\/j.orcp.2013.06.002","volume":"8","author":"R Haque","year":"2014","unstructured":"Haque R, Van Den Eeden SK, Wallner LP, Richert-Boe K, Kallakury B, Wang R, Weinmann S (2014) Association of body mass index and prostate cancer mortality. Obes Res Clin Pract 8:374\u2013381","journal-title":"Obes Res Clin Pract"},{"key":"908_CR9","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1007\/BF01840833","volume":"22","author":"SG Hilsenbeck","year":"1992","unstructured":"Hilsenbeck SG, Clark GM, McGuire WL (1992) Why do so many prognostic factors fail to pan out? Breast Cancer Res Treat 22:197\u2013206","journal-title":"Breast Cancer Res Treat"},{"key":"908_CR10","doi-asserted-by":"publisher","first-page":"948","DOI":"10.1002\/cncr.25544","volume":"117","author":"NT Kizer","year":"2011","unstructured":"Kizer NT, Thaker PH, Gao F, Zighelboim I, Powell MA, Rader JS, Mutch DG, Grigsby PW (2011) The effects of body mass index on complications and survival outcomes in patients with cervical carcinoma undergoing curative chemoradiation therapy. Cancer 117:948\u2013956","journal-title":"Cancer"},{"key":"908_CR11","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2728-9","volume-title":"Survival analysis: techniques for censored and truncated data","author":"JP Klein","year":"1997","unstructured":"Klein JP, Moeschberger ML (1997) Survival analysis: techniques for censored and truncated data. Springer, New York"},{"key":"908_CR12","doi-asserted-by":"publisher","first-page":"73","DOI":"10.2307\/2532740","volume":"48","author":"B Lausen","year":"1992","unstructured":"Lausen B, Schumacher M (1992) Maximally selected rank statistics. Biometrics 48:73\u201385","journal-title":"Biometrics"},{"key":"908_CR13","doi-asserted-by":"publisher","first-page":"2593","DOI":"10.1177\/0962280214529104","volume":"25","author":"M Marozzi","year":"2016","unstructured":"Marozzi M (2016) Multivariate tests based on interpoint distances with application to magnetic resonance imaging. Stat Methods Med Res 25:2593\u20132610","journal-title":"Stat Methods Med Res"},{"key":"908_CR14","doi-asserted-by":"publisher","first-page":"551","DOI":"10.1055\/s-0035-1554964","volume":"63","author":"T Matsunaga","year":"2015","unstructured":"Matsunaga T, Suzuki K, Imashimizu K, Banno T, Takamochi K, Oh S (2015) Body mass index as a prognostic factor in resected lung cancer: obesity or underweight, which is the risk factor? Thorac Cardiovasc Surg 63:551\u2013557","journal-title":"Thorac Cardiovasc Surg"},{"key":"908_CR15","doi-asserted-by":"publisher","first-page":"559","DOI":"10.1002\/sim.1333","volume":"22","author":"M Mazumdar","year":"2003","unstructured":"Mazumdar M, Smith A, Bacik J (2003) Methods for categorizing a prognostic variable in a multivariate setting. Stat Med 22:559\u2013571","journal-title":"Stat Med"},{"key":"908_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v042.i11","volume":"42","author":"WR Mebane","year":"2011","unstructured":"Mebane WR, Sekhon JS (2011) Genetic optimization using derivatives: the rgenoud package for r. J Stat Softw 42:1\u201326","journal-title":"J Stat Softw"},{"key":"908_CR17","doi-asserted-by":"publisher","first-page":"1011","DOI":"10.2307\/2529881","volume":"38","author":"R Miller","year":"1982","unstructured":"Miller R, Siegmund D (1982) Maximally selected chi square statistics. Biometrics 38:1011\u20131016","journal-title":"Biometrics"},{"key":"908_CR18","volume-title":"Multivariate permutation tests with applications in biostatistics","author":"F Pesarin","year":"2001","unstructured":"Pesarin F (2001) Multivariate permutation tests with applications in biostatistics. Wiley, Chichester"},{"key":"908_CR19","unstructured":"R Development Core Team (2015) R: a language and environment for statistical computing. R Foundation for Statistical Computing, 2015. \n                    http:\/\/www.R-project.org\/\n                    \n                  . Accessed 2015"},{"key":"908_CR20","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1177\/1471082X0801000303","volume":"10","author":"CC SuarezLuis","year":"2010","unstructured":"SuarezLuis CC, Machado M, Kneib T, Gude F (2010) Flexible hazard ratio curves for continuous predictors in multi-state models: an application to breast cancer data. Stat Model 10:291\u2013314","journal-title":"Stat Model"},{"key":"908_CR21","first-page":"819","volume":"19","author":"R Xu","year":"2009","unstructured":"Xu R, Vaida F, Harrington DP (2009) Using profile likelihood for semiparametric model selection with application to proportional hazards mixed models. Stat Sin 19:819\u2013842","journal-title":"Stat Sin"}],"container-title":["Computational Statistics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00180-019-00908-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00180-019-00908-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00180-019-00908-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,6,22]],"date-time":"2020-06-22T23:24:11Z","timestamp":1592868251000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00180-019-00908-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6,24]]},"references-count":21,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2019,12]]}},"alternative-id":["908"],"URL":"https:\/\/doi.org\/10.1007\/s00180-019-00908-9","relation":{},"ISSN":["0943-4062","1613-9658"],"issn-type":[{"value":"0943-4062","type":"print"},{"value":"1613-9658","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,6,24]]},"assertion":[{"value":"26 December 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 June 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 June 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}