Influence Assessment in an Heteroscedastic Errors-in-Variables Model

DOI10.1080/03610926.2010.543301zbMath1319.62152OpenAlexW1981075426MaRDI QIDQ3168537

Mário de Castro, Manuel Galea

Publication date: 31 October 2012

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

Full work available at URL: http://hdl.handle.net/10533/133167

zbMATH Keywords

EM algorithmlocal influencecase deletionerrors-in-variables modelsequation-error models

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Diagnostics, and linear inference and regression (62J20)

Related Items (2)

A class of beta regression models with multiplicative log-normal measurement errors ⋮ Influence diagnostic analysis in the possibly heteroskedastic linear model with exact restrictions

Uses Software

• R

Cites Work

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• Assessing local influence for nonlinear structural equation models with ignorable missing data
• On estimation and influence diagnostics for the Grubbs' model under heavy-tailed distributions
• Influence analyses of skew-normal/independent linear mixed models
• Local Influence for Incomplete Data Models
• Case-deletion measures for models with incomplete data
• Local influence in multilevel models
• Local sensitivity and diagnostic tests
• Local Influence Analysis for Skew-Normal Linear Mixed Models
• Detection of Influential Observation in Linear Regression
• Conformal Normal Curvature and Assessment of Local Influence
• Measurement Error in Nonlinear Models

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