Perturbation and scaled Cook's distance

DOI10.1214/12-AOS978zbMath1273.62180arXiv1204.0064OpenAlexW1990560976WikidataQ41234164 ScholiaQ41234164MaRDI QIDQ447828

Hyunsoon Cho, Joseph G. Ibrahim, Hong-Tu Zhu

Publication date: 29 August 2012

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1204.0064

zbMATH Keywords

perturbationCook's distanceconditionally scaled Cook's distancerelative influentialscaled Cook's distancesize issue

Mathematics Subject Classification ID

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

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Cites Work

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• On Wielandt's inequality and its application to the asymptotic distribution of the eigenvalues of a random symmetric matrix
• Exponential family nonlinear models
• Perturbation selection and influence measures in local influence analysis
• Asymptotics for estimation and testing procedures under loss of identifiability
• Influence Analysis Based on the Case Sensitivity Function
• Case-deletion measures for models with incomplete data
• Model-Checking Techniques Based on Cumulative Residuals
• Outlier..........s
• Deletion diagnostics for generalised estimating equations
• Regression Model Diagnostics
• Case-Deletion Diagnostics for Mixed Models
• Detection of Influential Observation in Linear Regression
• Cook's distance in linear longitudinal models
• A Simple Derivation of Deletion Diagnostic Results for the General Linear Model with Correlated Errors
• Influence Diagnostics for Linear Longitudinal Models
• Estimation When a Parameter is on a Boundary
• Influence Diagnostics and Outlier Tests for Semiparametric Mixed Models
• Analysis of Infant Growth Curves Using Multivariate Adaptive Splines
• Robust Statistics
• Maximum Likelihood Estimation of Misspecified Models