Robust diagnostics and parameter estimation in linear regression for high dimensional data

Several methods of identification of HLPs in HDD have been put forth, including the methods of Robust Mahalanobis Distance (RMD) based on Minimum Regularized Covariance Determinant (MRCD) and Robust Principal Component Analysis (ROBPCA). However, they suffer from masking and swamping effects when...

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Bibliographic Details

Main Author:	Abdul Wahab, Siti Zahariah
Format:	Thesis
Language:	en
Published:	2023
Subjects:	High-dimensional data Robust statistics Linear models (Statistics)
Online Access:	http://psasir.upm.edu.my/id/eprint/118358/1/118358.pdf http://psasir.upm.edu.my/id/eprint/118358/ http://ethesis.upm.edu.my/id/eprint/18371
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