Linear Estimation of a Regression Relationship from Censored Data—Part II Best Linear Unbiased Estimation and Theory
作者:
Wayne Nelson,
GeraldJ. Hahn,
期刊:
Technometrics
(Taylor Available online 1973)
卷期:
Volume 15,
issue 1
页码: 133-150
ISSN:0040-1706
年代: 1973
DOI:10.1080/00401706.1973.10489017
出版商: Taylor & Francis Group
关键词: Censored Data;Regression Analysis;Linear Estimation;Best Linear Unbiased Estimators;Order Statistics;Life Data Analysis;Accelerated Life Testing
数据来源: Taylor
摘要:
In many regression problems, data on the dependent variable are censored; that is, the values of some observations are known only to be above or else below some value. Such data often arise in accelerated life testing where life is the dependent variable and temperature or stress is the independent variable, and some test units have not failed at the time of the analysis. In such situations, the standard techniques of least squares estimation for the parameters of a linear regression model cannot be used, since the values of the censored observations are not known.
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