Testing for a Single Outlier in Simple Linear Regression
作者:
G.L. Tietjen,
R.H. Moore,
R.J. Beckman,
期刊:
Technometrics
(Taylor Available online 1973)
卷期:
Volume 15,
issue 4
页码: 717-721
ISSN:0040-1706
年代: 1973
DOI:10.1080/00401706.1973.10489106
出版商: Taylor & Francis Group
关键词: Linear Regression;Outliers;Residuals
数据来源: Taylor
摘要:
A procedure of studentizing or standardizing the residuals by dividing them by their estimated standard deviations is proposed for testing for outliers in simple linear regression. A simulation study yielded the critical values of the test statistic, and it is shown that these values are extremely close to the values in Grubbs' (1950) Table IA and independent of the values taken for the independent variable.
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