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pmid: 15032776
Summary. We propose a new type of residual and an easily computed functional form test for the Cox proportional hazards model. The proposed test is a modification of the omnibus test for testing the overall fit of a parametric regression model, developed byStute, González Manteiga, and Presedo Quindimil(1998,Journal of the American Statistical Association93,141–149), and is based on what we callcensoring consistent residuals. In addition, we develop residual plots that can be used to identify the correct functional forms of covariates. We compare our test with the functional form test ofLin, Wei, and Ying(1993,Biometrika80,557–572) in a simulation study. The practical application of the proposed residuals and functional form test is illustrated using both a simulated data set and a real data set.
Biometry, Liver Cirrhosis, Biliary, Prothrombin Time, Humans, Bilirubin, Monte Carlo Method, Proportional Hazards Models
Biometry, Liver Cirrhosis, Biliary, Prothrombin Time, Humans, Bilirubin, Monte Carlo Method, Proportional Hazards Models
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