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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