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LASSO type penalized spline regression for binary data

BACKGROUND: Generalized linear mixed models (GLMMs), typically used for analyzing correlated data, can also be used for smoothing by considering the knot coefficients from a regression spline as random effects. The resulting models are called semiparametric mixed models (SPMMs). Allowing the random...

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Dades bibliogràfiques
Publicat a:BMC Med Res Methodol
Autors principals: Mullah, Muhammad Abu Shadeque, Hanley, James A., Benedetti, Andrea
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2021
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC8070328/
https://ncbi.nlm.nih.gov/pubmed/33894761
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12874-021-01234-9
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