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Robust and efficient estimation of nonparametric generalized linear models

Generalized linear models are flexible tools for the analysis of diverse datasets, but the classical formulation requires that the parametric component is correctly specified and the data contain no atypical observations. To address these shortcomings, we introduce and study a family of nonparametri...

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Detalles Bibliográficos
Autores principales: Kalogridis, Ioannis, Claeskens, Gerda, Van Aelst, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10187526/
https://www.ncbi.nlm.nih.gov/pubmed/37363066
http://dx.doi.org/10.1007/s11749-023-00866-x