Package: SOP 1.0-1

Maria Xose Rodriguez-Alvarez

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>.

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]

SOP_1.0-1.tar.gz
SOP_1.0-1.tar.gz(r-4.5-noble)SOP_1.0-1.tar.gz(r-4.4-noble)
SOP_1.0-1.tgz(r-4.4-emscripten)SOP_1.0-1.tgz(r-4.3-emscripten)
SOP.pdf |SOP.html✨
SOP/json (API)

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

6 exports 3.47 score 1 dependencies 24 mentions 24 scripts 252 downloads

Last updated 1 years agofrom:3fc00cc6ad. Checks:OK: 2. Indexed: yes.

Exports:adfraesopsop.controlsop.fit

Dependencies:MASS