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Diagnostics and Assessment of Influence for Proportional Hazards Regression: A Review and Extensions

机译：比例风险回归影响的诊断和评估：回顾和扩展

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摘要

The development of diagnostics and the assessment of influence for the proportional hazards model of Cox (1972) were considered. Various previous approaches were consolidated, and recent ideas of Cook (1986) were applied to the proportional hazards model. Explanations of the patterns seen in various plots were attempted.

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作者
Pettitt, A. N.; Daud, I. B.;
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年度 1986
页码 p.1-39
总页数 39
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Failure analysis; Hazards; Mathematical models; Regression analysis; Estimates; Proportional limit; Covariance; Random variables; Robustness (Mathematics); Time dependence; Vectors (Mathematics);

机译：失效分析;危害;数学模型;回归分析;估计;比例极限;协方差;随机变量;稳健性（数学）;时间依赖性;向量（数学）;

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专利

1. Testing the proportional hazards assumption in cox regression and dealing with possible non-proportionality in total joint arthroplasty research: methodological perspectives and review [J] . Kuitunen Ilari, Ponkilainen Ville T., Uimonen Mikko M., BMC Musculoskeletal Disorders . 2021,第1期

机译：测试COX回归中的比例危害假设，并在总关节置换术研究中处理可能的非比例：方法论视角和审查
2. Some Diagnostic Plots and Corrective Adjustments for the Proportional Hazards Regression Model [J] . Sahoo, S, Sengupta, D Journal of computational and graphical statistics: A joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America . 2011,第2期

机译：比例危害回归模型的一些诊断图和校正调整
3. Some Diagnostic Plots and Corrective Adjustments for the Proportional Hazards Regression Model [J] . Shyamsundar Sahoo and Debasis Sengupta Journal of Computational and Graphical Statistics . 2011,第2期

机译：比例危害回归模型的一些诊断图和校正调整
4. Computed Tomography Image-Based Deep Survival Regression for Metastatic Colorectal Cancer Using a Non-proportional Hazards Model [C] . Alexander Katzmann, Alexander Muehlberg, Michael Suehling, International Workshop on Predictive Intelligence In MEdicine;International Conference on Medical Image Computing and Computer Assisted Intervention . 2019

机译：基于非比例风险模型的基于层析成像的深度生存回归分析用于转移性结直肠癌的研究
5. REGRESSION DIAGNOSTICS: MECHANICAL AND STRUCTURAL ASPECTS OF COLLINEARITY (COX REGRESSION, PROPORTIONAL HAZARDS MODEL, BUCKLEY-JAMES MODEL) [D] . SCHINDLER, JERALD SCOTT. 1986

机译：回归诊断：弹性的机械和结构方面（COX回归，比例风险模型，Buckley-James模型）
6. Testing the proportional hazards assumption in cox regression and dealing with possible non-proportionality in total joint arthroplasty research: methodological perspectives and review [O] . Ilari Kuitunen, Ville T. Ponkilainen, Mikko M. Uimonen, 2021

机译：测试COX回归中的比例危害假设并在总关节置换术研究中处理可能的非比例性：方法论视角和审查
7. Influence diagnostics for the proportional hazards model [O] . Weissfeld, Lisa A. 1990

机译：对比例风险模型的影响诊断

Diagnostics and Assessment of Influence for Proportional Hazards Regression: A Review and Extensions

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