An introduction to competing risks analysis

作者: Melania Pintilie

DOI: 10.1016/J.REC.2011.03.016

关键词:

摘要: The need to develop treatments and/or programs specific a disease requires the analysis of outcomes be that disease. Such endpoints as heart failure, death due disease, or control local in cancer may become impossible observe prior occurrence different type event (such from another cause). which hinders changes possibility observing interest is called competing risk. usual techniques for time-to-event applied presence risks give biased uninterpretable results. estimation probability therefore needs calculated using such cumulative incidence function introduced by Kalbfleisch and Prentice. model Fine Gray can test covariate when are present. Using will ensure results unbiased correctly interpreted. Full English text available from: www.revespcardiol.org.

参考文章(25)
David R. Cox, Regression Models and Life-Tables Springer Series in Statistics. ,vol. 34, pp. 527- 541 ,(1992) , 10.1007/978-1-4612-4380-9_37
H. A. David, The theory of competing risks ,(1978)
Margaret Sullivan Pepe, Motomi Mori, Kaplan—meier, marginal or conditional probability curves in summarizing competing risks failure time data? Statistics in Medicine. ,vol. 12, pp. 737- 751 ,(1993) , 10.1002/SIM.4780120803
Ravi Varadhan, Carlos O. Weiss, Jodi B. Segal, Albert W. Wu, Daniel Scharfstein, Cynthia Boyd, Evaluating Health Outcomes in the Presence of Competing Risks Medical Care. ,vol. 48, pp. S96- S105 ,(2010) , 10.1097/MLR.0B013E3181D99107
Ted A. Gooley, Wendy Leisenring, John Crowley, Barry E. Storer, Estimation of failure probabilities in the presence of competing risks: new representations of old estimators Statistics in Medicine. ,vol. 18, pp. 695- 706 ,(1999) , 10.1002/(SICI)1097-0258(19990330)18:6<695::AID-SIM60>3.0.CO;2-O
E. L. Kaplan, Paul Meier, Nonparametric Estimation from Incomplete Observations Springer Series in Statistics. ,vol. 53, pp. 319- 337 ,(1992) , 10.1007/978-1-4612-4380-9_25
G. A. Whalley, S. P. Wright, A. Pearl, G. D. Gamble, H. J. Walsh, M. Richards, R. N. Doughty, Prognostic role of echocardiography and brain natriuretic peptide in symptomatic breathless patients in the community. European Heart Journal. ,vol. 29, pp. 509- 516 ,(2008) , 10.1093/EURHEARTJ/EHM647
J M Satagopan, L Ben-Porat, M Berwick, M Robson, D Kutler, A D Auerbach, A note on competing risks in survival data analysis British Journal of Cancer. ,vol. 91, pp. 1229- 1235 ,(2004) , 10.1038/SJ.BJC.6602102
Jason P. Fine, Robert J. Gray, A Proportional Hazards Model for the Subdistribution of a Competing Risk Journal of the American Statistical Association. ,vol. 94, pp. 496- 509 ,(1999) , 10.1080/01621459.1999.10474144