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 DOI: 10.32614/CRAN.package.PCpluS 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.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:Please use the canonical form https://CRAN.R-project.org/package=PCpluS to link to this page.
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