Stabilizing heteroscedasticity for butterfly-distributed residuals by the weighting absolute centered external variable

Resit Celik

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Stabilizing heteroscedasticity for butterfly-distributed residuals by the weighting absolute centered external variable

机译：通过加权绝对居中外部变量来稳定蝴蝶分布残差的异方差

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摘要

In the current study, a new method by the weighting absolute centered external variable (WCEV) was proposed to stabilize heteroscedasticity for butterfly-distributed residuals (BDRs). After giving brief information about heteroscedasticity and BDRs, WCEV was introduced. The WCEV and commonly used variance stabilizing methods are compared on a simple and a multiple regression model. The WCEV was also tested for other type of heteroscedasticity patterns. In addition to heteroscedasticity, other regression assumptions were checked for the WCEV.

机译：在当前的研究中，提出了一种通过加权绝对中心外部变量（WCEV）的新方法来稳定蝶形分布残差（BDR）的异方差。在简要介绍了异方差性和BDR之后，介绍了WCEV。在简单回归模型和多元回归模型上比较了WCEV和常用的方差稳定方法。 WCEV还针对其他类型的异方差性模式进行了测试。除了异方差，还检查了WCEV的其他回归假设。

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来源
《Journal of applied statistics》 |2015年第4期|705-721|共17页
作者
Resit Celik;
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作者单位

Department of Statistics, Yildiz Technical University, Istanbul, Turkey;

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原文格式 PDF
正文语种 eng
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关键词
centered external variable; butterfly-distributed residuals; heteroscedasticity; weighting by external variable; common heteroscedasticity stabilizing methods;

机译：居中的外部变量;蝴蝶分布残差;异方差;通过外部变量加权;常见的异方差稳定方法;

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Stabilizing heteroscedasticity for butterfly-distributed residuals by the weighting absolute centered external variable

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