Generalised additive P-spline regression models estimation using the separation of overlapping precision matrices (SOP) method. Estimation is based on the equivalence between P-splines and linear mixed models, and variance/smoothing parameters are estimated based on restricted maximum likelihood (REML). The package enables users to estimate P-spline models with overlapping penalties. Based on the work described in Rodriguez-Alvarez et al. (2015) <doi:10.1007/s11222-014-9464-2>; Rodriguez-Alvarez et al. (2019) <doi:10.1007/s11222-018-9818-2>, and Eilers and Marx (1996) <doi:10.1214/ss/1038425655>.
Version: 1.0-1 Imports: stats, MASS Suggests: SpATS Published: 2023-09-15 DOI: 10.32614/CRAN.package.SOP Author: Maria Xose Rodriguez-Alvarez [aut, cre], Manuel Oviedo de la Fuente [aut], Maria Durban [ctb], Paul H.C. Eilers [ctb], Dae-Jin Lee [ctb], Mikis Stasinopoulos [ctb] Maintainer: Maria Xose Rodriguez-Alvarez <mxrodriguez at uvigo.gal> License: GPL-2 NeedsCompilation: no CRAN checks: SOP results Documentation: Downloads: Reverse dependencies: Linking:Please use the canonical form https://CRAN.R-project.org/package=SOP to link to this page.
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