Identification of multiple outliers in a generalized linear model with continuous variables

DOI10.1155/2016/5840523zbMath1400.62160OpenAlexW2517599609WikidataQ59131726 ScholiaQ59131726MaRDI QIDQ1793354

Habshah Midi, Loo Yee Peng, Sohel Rana, Anwar Fitrianto

Publication date: 12 October 2018

Published in: Mathematical Problems in Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2016/5840523

Mathematics Subject Classification ID

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

Cites Work

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• The distribution of Pearson residuals in generalized linear models
• Confirmation of multiple outliers in generalized linear and nonlinear regressions
• On Pearson's residuals in generalized linear models.
• The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression
• Identification of Multiple Outliers in Logistic Regression
• Applying Generalized Linear Models
• Joint Estimation of Model Parameters and Outlier Effects in Time Series
• Adjusted Pearson residuals in beta regression models
• Outlier Identification Rules for Generalized Linear Models

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