Robust diagnostic and robust estimation methods for fixed effect panel data model in presence of high leverage points and multicollinearity

Robust diagnostic and robust estimation methods for fixed effect panel data model in presence of high leverage points and multicollinearity

The Diagnostic Robust Generalized Potential based on Minimum Volume Ellipsoid (MVE) is proposed in linear regression to detect high leverage points (HLPs). However, it takes a very long computational running time and also has small rate of swamping and masking effects. Hence the Improvised Diagno...

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书目详细资料
主要作者:	Ismaeel, Shelan Saied
格式:	Thesis
语言:	English
出版:	2017
主题:	Robust statistics Multicollinearity
在线阅读:	http://psasir.upm.edu.my/id/eprint/68632/1/FS%202018%201%20-%20IR.pdf
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