On the degrees of freedom of the smoothing parameter
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DOI: 10.1093/biomet/asae052
Abstract: The smoothing parameters in a semiparametric model are estimated based on criteria such as generalized cross-validation or restricted maximum likelihood. As these parameters are estimated in a data driven manner they influence the degrees of… read more here.
Keywords: smoothing parameter; freedom smoothing; degrees freedom; smoothing parameters ... See more keywords
Dissimilarity for functional data clustering based on smoothing parameter commutation
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DOI: 10.1177/0962280217710050
Abstract: Many studies measure the same type of information longitudinally on the same subject at multiple time points, and clustering of such functional data has many important applications. We propose a novel and easy method to… read more here.
Keywords: dissimilarity; parameter commutation; smoothing parameter; functional data ... See more keywords
New bounds of the smoothing parameter for lattices
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DOI: 10.1371/journal.pone.0328688
Abstract: The smoothing parameter on lattices is crucial for lattice-based cryptographic design. In this study, we establish a new upper bound for the lattice smoothing parameter, which represents an improvement over several significant classical findings. For… read more here.
Keywords: new bounds; upper bound; smoothing parameter; parameter ... See more keywords