Robust Estimation of Mean and Dispersion Functions in Extended Generalized Additive Models
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Publication:2893979
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
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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Cites Work
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- Nonparametric estimation of mean and dispersion functions in extended generalized linear models
- Overdispersion: Models and estimation.
- Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation
- Direct generalized additive modeling with penalized likelihood.
- Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
- Semiparametric regression during 2003--2007
- Smoothing by spline functions.
- An Outlier-Robust Fit for Generalized Additive Models With Applications to Disease Outbreak Detection
- Estimating Optimal Transformations for Multiple Regression and Correlation
- An extended quasi-likelihood function
- Semiparametric Regression
- Robust Inference for Generalized Linear Models
- A mixed poisson–inverse‐gaussian regression model
- Generalized Additive Models for Location, Scale and Shape
