New influence diagnostics in ridge regression

DOI10.1080/02664763.2015.1070804OpenAlexW2238639918MaRDI QIDQ5138007

Mostafa Emami, Hadi Emami

Publication date: 3 December 2020

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

Full work available at URL: https://doi.org/10.1080/02664763.2015.1070804

zbMATH Keywords

diagnosticsleverageshrinkage estimators

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Diagnostics, and linear inference and regression (62J20)

Related Items (1)

Influential diagnostics with Pena’s statistic for the modified ridge regression

Cites Work

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• Assessing global influential observations in modified ridge regression
• Local influence in ridge regression
• Centering and Scaling in Ridge Regression
• Detection of Influential Observation in Linear Regression
• The distribution of cook's d statistic
• Using Liu-Type Estimator to Combat Collinearity
• An application of the local influence approach to ridge regression
• Detecting influential observations in Liu and modified Liu estimators
• Ridge Regression: Biased Estimation for Nonorthogonal Problems

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