Identification and classification of multiple outliers, high leverage points and influential observations in linear regression

DOI10.1080/02664763.2015.1070806OpenAlexW1750284397MaRDI QIDQ5138010

A. H. M. R. Imon, Mohammed Nasser, A. A. M. Nurunnabi

Publication date: 3 December 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2015.1070806

zbMATH Keywords

maskingoutlierrobust regressionregression diagnosticsMahalanobis distanceleverage matrixgroup deletiongeneralized residualinfluence distanceLRI plot

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (3)

Adaptive efficient and double-robust regression based on generalized empirical likelihood ⋮ Diagnostics of multiple group influential observations for logistic regression models ⋮ Procedure for the identification of multiple influential observations in block design for incomplete multi-response experiments in presence of masking

Uses Software

• mvBACON

Cites Work

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