Robust estimation and outlier detection on panel data with application in environmental science 2017

The existence of outliers in panel data may violate the assumption of classical OLS estimator, which might lead to misestimating and inaccurate representation on the relationship between the variables. Nevertheless most of the previous studies have applied OLS estimation regardless the existence of...

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Bibliographic Details

Main Author:	Ahmed R.M. Alsayed (P74943)
Other Authors:	Zaidi Isa, Prof. Dr.
Format:	Theses
Language:	English
Published:	UKM, Bangi 2023
Subjects:	Robust estimation Outlier detection Panel data Environmental science Dissertations, Academic > Malaysia
Online Access:	https://ptsldigital.ukm.my/jspui/handle/123456789/499855
Abstract	Abstract here