CRAN/E | SOP

SOP

Generalised Additive P-Spline Regression Models Estimation

Installation

About

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.

Key Metrics

Version 1.0-1
Published 2023-09-15 276 days ago
Needs compilation? no
License GPL-2
CRAN checks SOP results

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Maintainer

Maintainer

Maria Xose Rodriguez-Alvarez

Authors

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

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SOP archive

Imports

stats
MASS

Suggests

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