Assessing Influence on the Liu Estimates in Linear Regression Models

DOI10.1080/03610926.2011.620206zbMath1277.62186OpenAlexW2057617324MaRDI QIDQ2865258

G. R. Pasha, Muhammad Aslam, Muhammad Aman Ullah

Publication date: 29 November 2013

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2011.620206

zbMATH Keywords

mean shift outlier modelcase deletionleveragecollinearityone-step approximation

Mathematics Subject Classification ID

Generalized linear models (logistic models) (62J12) Diagnostics, and linear inference and regression (62J20)

Related Items

Using Liu estimator for detection of influential observations in linear measurement error models ⋮ Diagnostic measures for the restricted Liu estimator in linear measurement error models ⋮ Regression diagnostics methods for Liu estimator under the general linear regression model ⋮ Local Influence Diagnostics in the Modified Ridge Regression

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