{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,7,12]],"date-time":"2024-07-12T21:11:41Z","timestamp":1720818701267},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2015,4,1]],"date-time":"2015-04-01T00:00:00Z","timestamp":1427846400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Stat Methods Appl"],"published-print":{"date-parts":[[2016,6]]},"DOI":"10.1007\/s10260-015-0302-2","type":"journal-article","created":{"date-parts":[[2015,4,3]],"date-time":"2015-04-03T00:33:54Z","timestamp":1428021234000},"page":"251-267","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Joint modeling of covariates and censoring process assuming non-constant dropout hazard"],"prefix":"10.1007","volume":"25","author":[{"given":"Miran A.","family":"Jaffa","sequence":"first","affiliation":[]},{"given":"Ayad A.","family":"Jaffa","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,4,1]]},"reference":[{"issue":"2","key":"302_CR1","doi-asserted-by":"crossref","first-page":"236","DOI":"10.1053\/j.ajkd.2013.01.019","volume":"62","author":"SF Derose","year":"2013","unstructured":"Derose SF, Rutkowski MP, Crooks PW, Shi JM, Wang JQ, Kalantar-Zadeh K, Kovesdy CP, Levin NW, Jacobsen SJ (2013) Racial differences in estimated GFR decline, ESRD, and mortality in an integrated health system. Am J Kidney Dis 62(2):236\u2013244","journal-title":"Am J Kidney Dis"},{"issue":"1","key":"302_CR2","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1093\/ndt\/gfn473","volume":"24","author":"P Douville","year":"2009","unstructured":"Douville P, Martel AR, Talbot J, Desmeules S, Langlois S, Agharazii M (2009) Impact of age on glomerular filtration estimates. Nephrol Dial Transplant 24(1):97\u2013103","journal-title":"Nephrol Dial Transplant"},{"key":"302_CR3","doi-asserted-by":"crossref","first-page":"424","DOI":"10.1111\/j.1541-0420.2006.00507.x","volume":"62","author":"S Fieuws","year":"2006","unstructured":"Fieuws S, Verbeke G (2006) Pairwise fitting of mixed models for the joint modeling of multivariate longitudinal profiles. Biometrics 62:424\u2013431","journal-title":"Biometrics"},{"key":"302_CR4","volume-title":"Practical methods of optimization","author":"R Fletcher","year":"1987","unstructured":"Fletcher R (1987) Practical methods of optimization, 2nd edn. Willey, New York","edition":"2"},{"key":"302_CR5","doi-asserted-by":"crossref","first-page":"151","DOI":"10.2307\/2533322","volume":"51","author":"D Follmann","year":"1995","unstructured":"Follmann D, Wu M (1995) An approximate generalized linear model with random effects for informative missing data. Biometrics 51:151\u2013168","journal-title":"Biometrics"},{"key":"302_CR6","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1090\/S0025-5718-69-99647-1","volume":"23","author":"GH Golub","year":"1969","unstructured":"Golub GH, Welsch JH (1969) Calculation of Gaussian quadrature rules. Math Comput 23:221\u2013230","journal-title":"Math Comput"},{"key":"302_CR7","doi-asserted-by":"crossref","first-page":"523","DOI":"10.1214\/09-BA419","volume":"4","author":"J Horrocks","year":"2009","unstructured":"Horrocks J, Van Den Heuvel MJ (2009) Prediction of pregnancy: a joint model for longitudinal and binary data. Bayesian Anal 4:523\u2013538","journal-title":"Bayesian Anal"},{"key":"302_CR8","doi-asserted-by":"crossref","first-page":"5142","DOI":"10.1016\/j.csda.2006.05.021","volume":"51","author":"H Jacqmin-Gadda","year":"2006","unstructured":"Jacqmin-Gadda H, Sibillot S, Proust S, Molina J, Thi\u00e9baut R (2006) Robustness of the linear mixed model to misspecified error distribution. Comput Stat Data Anal 51:5142\u20135154","journal-title":"Comput Stat Data Anal"},{"key":"302_CR9","doi-asserted-by":"crossref","unstructured":"Jaffa MA, Woolson RF, Lipsitz SR (2011a) Slope estimation for bivariate longitudinal outcomes adjusting for informative right censoring by using a discrete survival model: application to the renal transplant cohort. JRSS-A 174:387\u2013402","DOI":"10.1111\/j.1467-985X.2010.00671.x"},{"key":"302_CR10","doi-asserted-by":"crossref","unstructured":"Jaffa MA, Lipsitz S, Woolson RF (2011b) Slope estimation for informatively right censored longitudinal data modeling the number of observations using geometric and Poisson distributions: application to renal transplant cohort. Stat Meth Med Res (in press). 0962280211430681","DOI":"10.1177\/0962280211430681"},{"key":"302_CR11","doi-asserted-by":"crossref","first-page":"631","DOI":"10.1080\/02664763.2011.610441","volume":"39","author":"MA Jaffa","year":"2012","unstructured":"Jaffa MA, Jaffa AA, Lipsitz SR (2012) Slope estimation of covariates that influence renal outcome following renal transplant adjusting for informative right censoring. J Appl Stat 39:631\u2013642","journal-title":"J Appl Stat"},{"key":"302_CR12","doi-asserted-by":"crossref","first-page":"1065","DOI":"10.1053\/ajkd.2001.28605","volume":"38","author":"BL Kasiske","year":"2001","unstructured":"Kasiske BL, Anday MA, Hernandez D, Silkensen J, Rabb H, McClean J, Roel JP, Danielson B (2001) Comparing methods for monitoring serum creatinine to predict late renal allograft failure. Am J Kidney Dis 38:1065\u20131073","journal-title":"Am J Kidney Dis"},{"key":"302_CR13","doi-asserted-by":"crossref","first-page":"3273","DOI":"10.1001\/jama.289.24.3273","volume":"289","author":"HJ Kramer","year":"2003","unstructured":"Kramer HJ, Nguyen QD, Curhan G, Hsu CY (2003) Renal insufficiency in the absence of albuminuria and retinopathy among adults with type 2 diabetes mellitus. JAMA 289:3273\u20133277","journal-title":"JAMA"},{"key":"302_CR14","doi-asserted-by":"crossref","first-page":"461","DOI":"10.7326\/0003-4819-130-6-199903160-00002","volume":"130","author":"AS Levy","year":"1999","unstructured":"Levy AS, Bosch JP, Lewis JB, Greene T, Rogers N, Roth D (1999) A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of diet in Renal Disease Study Group. Ann Internal Med 130:461\u2013470","journal-title":"Ann Internal Med"},{"key":"302_CR15","volume-title":"SAS for mixed models","author":"R Littell","year":"2006","unstructured":"Littell R, Milliken G, Stroup W, Wolfinger R, Schabenberger O (2006) SAS for mixed models, 2nd edn. SAS Institute Inc, Cary","edition":"2"},{"key":"302_CR16","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1016\/0304-4076(87)90081-9","volume":"35","author":"WG Manning","year":"1987","unstructured":"Manning WG, Duan N, Rogers WH (1987) Monte Carlo evidence on the choice between sample selection and two-part models. J Econom 35:59\u201382","journal-title":"J Econom"},{"key":"302_CR17","doi-asserted-by":"crossref","first-page":"39","DOI":"10.2307\/2533195","volume":"50","author":"M Mori","year":"1994","unstructured":"Mori M, Woolson RF, Woodworth GG (1994) Slope estimation in the presence of informative right censoring: modeling the number of observations as a geometric random variable. Biometrics 50:39\u201350","journal-title":"Biometrics"},{"key":"302_CR18","doi-asserted-by":"crossref","first-page":"1451","DOI":"10.1056\/NEJMra0902927","volume":"363","author":"BJ Nankivell","year":"2010","unstructured":"Nankivell BJ, Alexander SI (2010) Rejection of the kidney allograft. N Engl J Med 363:1451\u20131462","journal-title":"N Engl J Med"},{"key":"302_CR19","first-page":"18","volume":"39","author":"MA Perazella","year":"2003","unstructured":"Perazella MA, Reilly RF (2003) Chronic kidney disease: a new classification and staging system. Hosp Phys 39:18\u201345","journal-title":"Hosp Phys"},{"key":"302_CR20","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1080\/10618600.1995.10474663","volume":"4","author":"JC Pinherio","year":"1995","unstructured":"Pinherio JC, Bates DM (1995) Approximations to the log-likelihood function in the nonlinear mixed-effects model. J Comput Graph Stat 4:12\u201335","journal-title":"J Comput Graph Stat"},{"key":"302_CR21","doi-asserted-by":"crossref","first-page":"1861","DOI":"10.1002\/sim.4780111408","volume":"11","author":"MD Schluchter","year":"1992","unstructured":"Schluchter MD (1992) Methods for the analysis of informatively censored longitudinal data. Stat Med 11:1861\u20131870","journal-title":"Stat Med"},{"key":"302_CR22","doi-asserted-by":"crossref","first-page":"S113","DOI":"10.1111\/j.1523-1755.2005.09921.x","volume":"68","author":"D Seron","year":"2005","unstructured":"Seron D, Fulladosa X, Moreso F (2005) Risk factors associated with the deterioration of renal function after kidney transplantation. Kidney Int 68:S113\u2013S117","journal-title":"Kidney Int"},{"key":"302_CR23","doi-asserted-by":"crossref","first-page":"1306","DOI":"10.1038\/ki.2011.280","volume":"80","author":"M Tonelli","year":"2011","unstructured":"Tonelli M, Klarenbach SW, Loyd AM, James MT, Bello AK, Manns BJ, Hemmelgarn BR (2011) Higher estimated glomerular filtration rates may be associated with increased risk of adverse outcomes, especially with concomitant proteinuria. Kidney Int 80:1306\u20131314","journal-title":"Kidney Int"},{"key":"302_CR24","doi-asserted-by":"crossref","first-page":"487","DOI":"10.1111\/j.0006-341X.2000.00487.x","volume":"56","author":"CY Wang","year":"2000","unstructured":"Wang CY, Wang N, Wang S (2000) Regression analysis when covariates are regression parameters of a random effects models. Biometrics 56:487\u2013495","journal-title":"Biometrics"},{"key":"302_CR25","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1002\/sim.4780070134","volume":"7","author":"MC Wu","year":"1988","unstructured":"Wu MC, Bailey K (1988) Analyzing changes in the presence of informative right censoring caused by death and withdrawal. Stat Med 7:337\u2013346","journal-title":"Stat Med"},{"key":"302_CR26","doi-asserted-by":"crossref","first-page":"939","DOI":"10.2307\/2531694","volume":"45","author":"MC Wu","year":"1989","unstructured":"Wu MC, Bailey k (1989) Estimation and comparison of changes in the presence of informative right censoring: conditional linear model. Biometrics 45:939\u2013955","journal-title":"Biometrics"},{"key":"302_CR27","doi-asserted-by":"crossref","first-page":"175","DOI":"10.2307\/2531905","volume":"44","author":"MC Wu","year":"1988","unstructured":"Wu MC, Carroll RJ (1988) Estimation and comparison of changes in the presence of informative right censoring by modeling the censoring process. Biometrics 44:175\u2013188","journal-title":"Biometrics"},{"key":"302_CR28","doi-asserted-by":"crossref","first-page":"862","DOI":"10.1111\/j.1399-0012.2009.01186.x","volume":"24","author":"J Wu","year":"2010","unstructured":"Wu J, Li H, Huang H, Wang R, Wang Y, He Q, Chen J (2010) Slope of changes in renal function in the first year post-transplantation and one-yr estimated glomerular filtration rate together predict long-term renal allograft survival. Clin Transplant 24:862\u2013868","journal-title":"Clin Transplant"},{"key":"302_CR29","doi-asserted-by":"crossref","unstructured":"Yokoyama H, Kanno S, Takahashi S, Yamada D, Itoh H, Saito K, Sone H, Haneda M (2009a) Determinants of decline in glomerular filtration rate in nonproteinuric subjects with or without diabetes and hypertension. Clin J Am Soc Nephrol 4:1432\u20131440","DOI":"10.2215\/CJN.06511208"},{"key":"302_CR30","doi-asserted-by":"crossref","unstructured":"Yokoyama H, Sone H, Oishi M, Kawai K, Fukumoto Y, Kobayashi M. Japan Diabetes Clinical Data Management Study Group (2009b) Prevalence of albuminuria and renal insufficiency and associated clinical factors in type 2 diabetes: the Japan Diabetes Clinical Data Management study (JDDM15). Nephrol Dial Transplant 24:1212\u20131219","DOI":"10.1093\/ndt\/gfn603"},{"key":"302_CR31","doi-asserted-by":"crossref","first-page":"795","DOI":"10.1111\/j.0006-341X.2001.00795.x","volume":"57","author":"D Zhang","year":"2001","unstructured":"Zhang D, Davidian M (2001) Linear mixed models with flexible distributions of random effects for longitudinal data. Biometrics 57:795\u2013802","journal-title":"Biometrics"}],"container-title":["Statistical Methods &amp; Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10260-015-0302-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10260-015-0302-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10260-015-0302-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,8]],"date-time":"2024-06-08T05:00:22Z","timestamp":1717822822000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10260-015-0302-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,4,1]]},"references-count":31,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2016,6]]}},"alternative-id":["302"],"URL":"https:\/\/doi.org\/10.1007\/s10260-015-0302-2","relation":{},"ISSN":["1618-2510","1613-981X"],"issn-type":[{"value":"1618-2510","type":"print"},{"value":"1613-981X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,4,1]]}}}