PCpluS: Piecewise Constant Plus Smooth Regression

Allows for nonparametric regression where one assumes that the signal is given by the sum of a piecewise constant function and a smooth function. More precisely, it implements the estimator PCpluS (piecewise constant plus smooth regression estimator) from Pein and Shah (2025) <doi:10.48550/arXiv.2112.03878>.

Version:	1.0.1
Depends:	R (≥ 3.0.2)
Imports:	Rcpp (≥ 0.12.3), changepoint, methods, Matrix
LinkingTo:	Rcpp (≥ 0.12.3), RcppEigen
Suggests:	testthat (≥ 1.0.0), glmnet
Published:	2025-03-11
Author:	Pein Florian [aut, cre]
Maintainer:	Pein Florian <f.pein at lancaster.ac.uk>
License:	GPL-3
NeedsCompilation:	yes
CRAN checks:	PCpluS results

Documentation:

Reference manual:

PCpluS.html , PCpluS.pdf

Downloads:

Package source:	PCpluS_1.0.1.tar.gz
Windows binaries:	r-devel: PCpluS_1.0.1.zip, r-release: PCpluS_1.0.1.zip, r-oldrel: PCpluS_1.0.1.zip
macOS binaries:	r-release (arm64): PCpluS_1.0.1.tgz, r-oldrel (arm64): PCpluS_1.0.1.tgz, r-release (x86_64): PCpluS_1.0.1.tgz, r-oldrel (x86_64): PCpluS_1.0.1.tgz

Linking:

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