Plots for Generalized Additive Models

DOI10.1080/03610926.2011.628772zbMath1416.62428OpenAlexW2067978923MaRDI QIDQ2862311

David J. Olive

Publication date: 14 November 2013

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

Full work available at URL: https://doi.org/10.1080/03610926.2011.628772

zbMATH Keywords

overdispersiondiagnosticsgeneralized linear modelsgoodness of fitresponse transformations

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric hypothesis testing (62G10) Nonparametric robustness (62G35) Generalized linear models (logistic models) (62J12) Graphical methods in statistics (62A09)

Uses Software

• R
• gamair
• aod

Cites Work

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• Estimation and variable selection for generalized additive partial linear models
• Mixed effects models and extensions in ecology with R
• Statistical Analysis of Financial Data in S-Plus
• On the Comparative Anatomy of Transformations
• OLS for 1D Regression Models
• Transformations of the explanatory variables in the logistic regression model for binary data
• Detection of Influential Observation in Linear Regression
• Transforming a response variable for linearity

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