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: 2026-07-14 08:09:31 UTC; root
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: https://mxrodriguezuvigo.r-universe.dev
Date/Publication: 2023-09-16 01:27:26 UTC
RemoteUrl: https://github.com/cran/SOP
RemoteRef: HEAD
RemoteSha: 3fc00cc6add6150b3953dbafbaa36ce548948eb7