Smooth estimation of mean and dispersion function in extended generalized additive models with application to Italian induced abortion data

DOI10.1080/02664763.2010.550039OpenAlexW1965582770MaRDI QIDQ5124926

Ilaria Prosdocimi, Irène Gijbels

Publication date: 30 September 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2010.550039

zbMATH Keywords

heteroscedasticityoverdispersiondispersion functionnonparametric estimationP-splinesmean functionunderdispersion

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• SemiPar
• GAMLSS
• gamair

Cites Work

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• Doubly penalized likelihood estimator in heteroscedastic regression
• Semiparametric estimation of mean and variance functions for non-Gaussian data
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• Fast Stable Direct Fitting and Smoothness Selection for Generalized Additive Models
• Estimating Optimal Transformations for Multiple Regression and Correlation
• Double Exponential Families and Their Use in Generalized Linear Regression
• An extended quasi-likelihood function
• Variance Function Estimation
• Semiparametric Regression
• Generalized Additive Models for Location, Scale and Shape
• Double Hierarchical Generalized Linear Models (With Discussion)

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