On diagnostics in double generalized linear models

DOI10.1016/J.CSDA.2013.06.008zbMath1471.62157OpenAlexW2161287914MaRDI QIDQ1615127

Gilberto A. Paula

Publication date: 2 November 2018

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

Full work available at URL: https://doi.org/10.1016/j.csda.2013.06.008

zbMATH Keywords

local influenceresidual analysisdouble gamma modelPearson residualdeviance component residualleverage measure

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Generalized linear models (logistic models) (62J12) Diagnostics, and linear inference and regression (62J20)

Related Items (2)

Joint hierarchical generalized linear models with multivariate Gaussian random effects ⋮ The log-odd log-logistic Weibull regression model: modelling, estimation, influence diagnostics and residual analysis

Uses Software

• GAMLSS
• Fahrmeir

Cites Work

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• Fitting Tweedie's Compound Poisson Model to Insurance Claims Data: Dispersion Modelling
• Improved Likelihood Ratio Tests for Dispersion Models
• Robust statistical modeling using the Birnbaum‐Saunders‐t distribution applied to insurance
• Generalized Additive Models for Location, Scale and Shape
• Multivariate statistical modelling based on generalized linear models.

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