On statistical models for regression diagnostics

DOI10.1007/BF01720584zbMath0803.62061MaRDI QIDQ1336523

Jian-Qing Shih, Bo-Cheng Wei

Publication date: 5 January 1995

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)

zbMATH Keywords

CDMcase deletion modelmean shift outlier modelmaximum likelihood estimateproportional hazards modelsM-estimateleast squares estimatesBayesian estimateexponential family nonlinear modelsBox-Cox regression modelsMSOMregression transformationtransformation parameters of explanatory variables

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Generalized linear models (logistic models) (62J12) General nonlinear regression (62J02) Diagnostics, and linear inference and regression (62J20)

Related Items (10)

Influence diagnostics for robust P-splines using scale mixture of normal distributions ⋮ Diagnostics for a class of survival regression models with heavy-tailed errors ⋮ Parameter discrepancy hypothesis: adversarial attack for graph data ⋮ Influence diagnostics in nonlinear reproductive dispersion models. ⋮ Influence analysis for count data based on generalized Poisson regression models ⋮ Influence analysis in nonlinear models with random effects ⋮ On influence assessment for LAD regression ⋮ Estimation in nonlinear mixed-effects models using heavy-tailed distributions ⋮ The Mean-shift Outlier Model under Skew Normal Distribution ⋮ Mean-shift outliers model in skew scale-mixtures of normal distributions

Uses Software

• alr3

Cites Work

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• Logistic regression diagnostics
• The geometry of case deletion and the assessment of influence in nonlinear regression
• Transformations and Influential Cases in Regression
• Assessing case influence on confidence intervals in nonlinear regression
• Outlier..........s
• Generalized Linear Model Diagnostics Using the Deviance and Single Case Deletions
• Regression Model Diagnostics

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