LIMITATIONS ON THE USE OF THE MULTIPLE LINEAR REGRESSION MODEL
作者:
A. E. MAXWELL,
期刊:
British Journal of Mathematical and Statistical Psychology
(WILEY Available online 1975)
卷期:
Volume 28,
issue 1
页码: 51-62
ISSN:0007-1102
年代: 1975
DOI:10.1111/j.2044-8317.1975.tb00547.x
出版商: Blackwell Publishing Ltd
数据来源: WILEY
摘要:
This paper discusses briefly the classic multiple linear regression model and indicates the principal ways in which its assumptions are inadequately met when it is used as a model for prediction purposes in the social sciences. It also considers the damping effects of errors of measurement and of selective sampling on estimates of partial regression and multiple correlation coefficients and describes techniques whereby these effects may in part be overcome.
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