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Multicollinearity

delete2026-11-05
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PRE
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A
Aylin Alin *
DOI:10.1002/wics.84delete
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摘要

摘要

En 中文
Multicollinearity refers to the linear relation among two or more variables. It is a data problem which may cause serious difficulty with the reliability of the estimates of the model parameters. In this article, multicollinearity among the explanatory variables in the multiple linear regression model is considered. Its effects on the linear regression model and some multicollinearity diagnostics for this model are presented. Copyright © 2010 John Wiley & Sons, Inc.
Keyword:
collinearity
correlation
ill-conditioned data
linear regression
multicollinearity

期刊

W
Wiley Interdisciplinary Reviews-Computational Statistics
IF:
5.4
论文数:
45
被引数:
1

机构

D
Dokuz Eylul University
学者数:
188
论文数: 89
被引数: 0
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