Matches in SemOpenAlex for { <https://semopenalex.org/work/W59587673> ?p ?o ?g. }
- W59587673 abstract "We propose an automatic Bayesian approach to the selection of covariates and their penalised splines transformations in generalised additive models. Specification of a default, hyper-g prior for the model parameters and a multiplicity-correction prior for the models themselves is crucial for this task. We introduce the methodology in the normal model and extend it to non-normal exponential families. Two applications from the literature illustrate the proposed approach. An efficient implementation is available" @default.
- W59587673 created "2016-06-24" @default.
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- W59587673 date "2011-08-17" @default.
- W59587673 modified "2023-09-27" @default.
- W59587673 title "Hyper-g Priors for Generalised Additive Model Selection with Penalised Splines" @default.
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