Learn R Programming

PCpluS (version 1.0.1)

Piecewise Constant Plus Smooth Regression

Description

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) .

Copy Link

Version

Install

install.packages('PCpluS')

Monthly Downloads

129

Version

1.0.1

License

GPL-3

Maintainer

Pein Florian

Last Published

March 11th, 2025

Functions in PCpluS (1.0.1)

pcplus

Piecewise constant plus smooth estimation
cvpcplus

Tuning parameter selection by crossvalidation