Predictive Accuracy and Explained Variation in Cox Regression
作者： Michael Schemper , Robin Henderson
DOI: 10.1111/J.0006-341X.2000.00249.X
关键词: Censoring (statistics) 、 Covariate 、 Econometrics 、 Statistic 、 Statistics 、 Proportional hazards model 、 Survival analysis 、 Explained variation 、 Distance measures 、 Mathematics 、 Mean squared prediction error
摘要: We suggest a new measure of the proportion of the variation of possibly censored survival times explained by a given proportional hazards model. The proposed measure, termed V, …
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sci-hub.se 参考文章(18)
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
Edward L. Korn, Richard Simon, Measures of explained variation for survival data. Statistics in Medicine. ,vol. 9, pp. 487- 503 ,(1990) , 10.1002/SIM.4780090503
Michael Schemper, Terry L. Smith, A note on quantifying follow-up in studies of failure time Controlled Clinical Trials. ,vol. 17, pp. 343- 346 ,(1996) , 10.1016/0197-2456(96)00075-X
M. F. Muers, P. Shevlin, J. Brown, Prognosis in lung cancer: physicians' opinions compared with outcome and a predictive model. Thorax. ,vol. 51, pp. 894- 902 ,(1996) , 10.1136/THX.51.9.894
J. C. Van Houwelingen, S. Le Cessie, Predictive value of statistical models Statistics in Medicine. ,vol. 9, pp. 1303- 1325 ,(1990) , 10.1002/SIM.4780091109
JOHN T. KENT, JOHN O'QUIGLEY, Measures of dependence for censored survival data Biometrika. ,vol. 75, pp. 525- 534 ,(1988) , 10.1093/BIOMET/75.3.525
Adelin Albert, Eugene K. Harris, Survivorship Analysis for Clinical Studies ,(1990)
Michael Schemper, Alexandra Kaider, A new approach to estimate correlation coefficients in the presence of censoring and proportional hazards Computational Statistics & Data Analysis. ,vol. 23, pp. 467- 476 ,(1997) , 10.1016/S0167-9473(96)00045-X
Robin Henderson, Modelling conditional distributions in bivariate survival. Lifetime Data Analysis. ,vol. 2, pp. 241- 259 ,(1996) , 10.1007/BF00128976
MICHAEL SCHEMPER, JANEZ STARE, EXPLAINED VARIATION IN SURVIVAL ANALYSIS Statistics in Medicine. ,vol. 15, pp. 1999- 2012 ,(1996) , 10.1002/(SICI)1097-0258(19961015)15:19<1999::AID-SIM353>3.0.CO;2-D