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Grey Linear Regression Model and Its Application

机译:灰色线性回归模型及其应用

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摘要

The parameter estimation computation in grey linear regression model is relatively complicated, the development coefficient is decided by its simple average and it's vulnerable with the aberrant value and logarithmic neck may be negative.Aiming at those problems, in this paper, we present a new estimation method and three kinds of representations of the model including the Range form, Connotation form and Differential form, then, we obtain the relationship between Connotation form and Differential form, and also get the relationship between the model and GM(l,l) model.Finally an application of short-term traffic flow prediction based on the model is given and some good effects have been achieved.
机译:灰色线性回归模型中参数估计的计算较为复杂,其发展系数由其简单的平均数决定,并且容易出现异常值,对数颈可能为负。针对这些问题,本文提出了一种新的估计方法方法和模型的三种表示形式,包括范围形式,内涵形式和微分形式,然后,我们得到了内涵形式和微分形式之间的关系,并且得到了模型与GM(l,l)模型之间的关系。最后给出了基于该模型的短期交通流量预测的应用,取得了良好的效果。

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