SOP: Generalised Additive P-Spline Regression Models Estimation

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:

Reference manual:

SOP.pdf

Downloads:

Package source:	SOP_1.0-1.tar.gz
Windows binaries:	r-devel: SOP_1.0-1.zip, r-release: SOP_1.0-1.zip, r-oldrel: SOP_1.0-1.zip
macOS binaries:	r-release (arm64): SOP_1.0-1.tgz, r-oldrel (arm64): SOP_1.0-1.tgz, r-release (x86_64): SOP_1.0-1.tgz, r-oldrel (x86_64): SOP_1.0-1.tgz
Old sources:	SOP archive

Reverse dependencies:

Reverse imports:

VDPO

Linking:

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