Robust diagnostic and parameter estimation for multiple linear and panel data regression models

Robust diagnostic and parameter estimation for multiple linear and panel data regression models

The Influential Distance (ID) is proposed to identify multiple influential observations (IOs) in linear regression. However, the method not only considered good leverage observations (GLOs) as IOs, but also takes long computational running time with high rate of swamping and masking effects. Fast Im...

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书目详细资料
主要作者:	Sani, Muhammad
格式:	Thesis
语言:	English
出版:	2018
主题:	Robust statistics Regression analysis Linear models (Statistics)
在线阅读:	http://psasir.upm.edu.my/id/eprint/79201/1/IPM%202019%203%20IR.pdf
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