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Analysis of Residuals from Censored Data

 

作者: Wayne Nelson,  

 

期刊: Technometrics  (Taylor Available online 1973)
卷期: Volume 15, issue 4  

页码: 697-715

 

ISSN:0040-1706

 

年代: 1973

 

DOI:10.1080/00401706.1973.10489105

 

出版商: Taylor & Francis Group

 

关键词: Residuals;Censored Data;Model Verification;Hazard Plotting;Accelerated Life Testing;Reliability

 

数据来源: Taylor

 

摘要:

Graphical methods are useful for examining residuals after a model is fitted to data. In particular, probability plots can be used to identify peculiar observations and to assess whether a proposed distribution and regression relationship adequately fit the data. A simple extension of probability plotting methods is presented for regression problems where data on the dependent variable are censored on the right. Such data arise, for example, in life tests where the data are analyzed before all test units have failed. The methods are illustrated with censored data from an accelerated life test.

 

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