On the Multicollinearity Problem
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Date
2018-12
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Publisher
DEANSHIP OF SCIENTIFIC RESEARCH
Abstract
This paper investigates, through a simulation experiment, the effect of multicollinearity on the bias and efficiency of the estimates of the parameters when the degree of linear correlation among the explanatory variables, population variance and sample size vary.
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Keywords
multicollinearity, efficiency, bias