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cff-version: 1.2.0
message: 'To cite package "SOP" in publications use:'
type: software
license: GPL-2.0-only
title: 'SOP: Generalised Additive P-Spline Regression Models Estimation'
version: 1.0-1
doi: 10.32614/CRAN.package.SOP
abstract: 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) <https://doi.org/10.1007/s11222-014-9464-2>;
  Rodriguez-Alvarez et al. (2019) <https://doi.org/10.1007/s11222-018-9818-2>, and
  Eilers and Marx (1996) <https://doi.org/10.1214/ss/1038425655>.
authors:
- family-names: Rodriguez-Alvarez
  given-names: Maria Xose
  email: mxrodriguez@uvigo.gal
  orcid: https://orcid.org/0000-0002-1329-9238
- family-names: Fuente
  given-names: Manuel
  name-particle: Oviedo de la
  email: manuel.ovideo@usc.es
repository: https://mxrodriguezuvigo.r-universe.dev
commit: 3fc00cc6add6150b3953dbafbaa36ce548948eb7
date-released: '2023-09-15'
contact:
- family-names: Rodriguez-Alvarez
  given-names: Maria Xose
  email: mxrodriguez@uvigo.gal
  orcid: https://orcid.org/0000-0002-1329-9238