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10.1093/biomet/asv047

http://scihub22266oqcxt.onion/10.1093/biomet/asv047
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C4760115!4760115!26903666
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suck abstract from ncbi


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pmid26903666      Biometrika 2015 ; 102 (4): 907-23
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  • Diagnostic measures for the Cox regression model with missing covariates #MMPMID26903666
  • Zhu H; Ibrahim JG; Chen MH
  • Biometrika 2015[Dec]; 102 (4): 907-23 PMID26903666show ga
  • We investigate diagnostic measures for assessing the influence of observations and model misspecification on the Cox regression model when there are missing covariate data. Our diagnostics include case-deletion measures, conditional martingale residuals, and score residuals. The Q-distance is introduced to examine the effects of deleting individual observations on the estimates of finite- and infinite-dimensional parameters. Conditional martingale residuals are used to construct goodness-of-fit statistics for testing misspecification of the model assumptions. A resampling method is developed to approximate the \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{upgreek} \usepackage{mathrsfs} \setlength{\oddsidemargin}{-69pt} \begin{document} }{}$p$\end{document}-values of the goodness-of-fit statistics. We conduct simulation studies to evaluate our methods, and analyse a real dataset to illustrate their use.
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