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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 |
| Reference manual: | PCpluS.pdf |
| 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-devel (arm64): PCpluS_1.0.1.tgz, r-release (arm64): PCpluS_1.0.1.tgz, r-oldrel (arm64): PCpluS_1.0.1.tgz, r-devel (x86_64): PCpluS_1.0.1.tgz, r-release (x86_64): PCpluS_1.0.1.tgz, r-oldrel (x86_64): PCpluS_1.0.1.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.