Package: SOP
Type: Package
Title: Generalised Additive P-Spline Regression Models Estimation
Version: 1.0-1
Date: 2023-09-15
Authors@R: c(
	person(given = "Maria Xose", family = "Rodriguez-Alvarez",
		email = "mxrodriguez@uvigo.gal", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-1329-9238")),
	person(given = "Manuel", family = "Oviedo de la Fuente", email = "manuel.ovideo@usc.es", role = c("aut")),
	person(given = "Maria", family = "Durban", email = "mdurban@est-econ.uc3m.es", role = c("ctb")),
	person(given = "Paul H.C.", family = "Eilers", email = "p.eilers@erasmusmc.nl", role = c("ctb")),
	person(given = "Dae-Jin", family = "Lee", email = "dlee@bcamath.org", role = c("ctb")),
	person(given = "Mikis", family = "Stasinopoulos", email = "d.stasinopoulos@londonmet.ac.uk", role = c("ctb")))
Imports: stats, MASS
Suggests: SpATS
Maintainer: Maria Xose Rodriguez-Alvarez <mxrodriguez@uvigo.gal>
Description: 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>.
License: GPL-2
NeedsCompilation: no
Packaged: 2023-09-15 16:34:18 UTC; mrodriguez
Author: Maria Xose Rodriguez-Alvarez [aut, cre]
    (<https://orcid.org/0000-0002-1329-9238>),
  Manuel Oviedo de la Fuente [aut],
  Maria Durban [ctb],
  Paul H.C. Eilers [ctb],
  Dae-Jin Lee [ctb],
  Mikis Stasinopoulos [ctb]
Repository: CRAN
Date/Publication: 2023-09-15 21:52:12 UTC
Built: R 4.6.0; ; 2026-04-25 22:28:26 UTC; unix
