On quantile quantile plots for generalized linear models

DOI10.1016/j.csda.2012.01.026zbMath1252.62072OpenAlexW2053084211WikidataQ59410298 ScholiaQ59410298MaRDI QIDQ693251

Erik-André Sauleau, Nicole H. Augustin, Simon N. Wood

Publication date: 7 December 2012

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: http://opus.bath.ac.uk/27091/1/qq_gam_resub.pdf

zbMATH Keywords

GAMmodel checkingGLMresiduals\texttt{R package robust}zero-inflated Poisson

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Generalized linear models (logistic models) (62J12) Graphical methods in statistics (62A09)

Related Items (6)

The q–q Boxplot ⋮ Prequential omnibus goodness-of-fit tests for stochastic processes: A numerical study ⋮ Robust replicated heteroscedastic measurement error model using heavy-tailed distribution ⋮ Inference and computation with generalized additive models and their extensions ⋮ Scalable Visualization Methods for Modern Generalized Additive Models ⋮ Bucket plot: a visual tool for skewness and kurtosis comparisons

Uses Software

• R
• robust
• gamair

Cites Work

• Model selection for zero-inflated regression with missing covariates
• On estimation and influence diagnostics for zero-inflated negative binomial regression models
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