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

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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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Bibliographic Details
Main Author:	Ismaeel, Shelan Saied
Format:	Thesis
Language:	English
Published:	2017
Subjects:	Robust statistics Multicollinearity
Online Access:	http://psasir.upm.edu.my/id/eprint/68632/ http://psasir.upm.edu.my/id/eprint/68632/1/FS%202018%201%20-%20IR.pdf

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