Robust Estimation of Mean and Dispersion Functions in Extended Generalized Additive Models

DOI10.1111/j.1541-0420.2011.01630.xzbMath1241.62108OpenAlexW3122100489WikidataQ44193095 ScholiaQ44193095MaRDI QIDQ2893979

Ilaria Prosdocimi, Christophe Croux, Irène Gijbels

Publication date: 27 June 2012

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://pure.uvt.nl/portal/en/publications/robust-estimation-of-mean-and-dispersion-functions-in-extended-generalized-additive-models(a188c2bc-8a96-44c9-b1e6-088cda78144b).html

zbMATH Keywords

dispersionP-splinesM-estimationmean regression functionquasilikelihood

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Estimation in multivariate analysis (62H12) Nonparametric robustness (62G35) Nonparametric estimation (62G05) Generalized linear models (logistic models) (62J12)

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Uses Software

• SemiPar
• GAMLSS
• gamair

Cites Work

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