CRAN/E | rpls

rpls

Robust Partial Least Squares

Installation

About

A robust Partial Least-Squares (PLS) method is implemented that is robust to outliers in the residuals as well as to leverage points. A specific weighting scheme is applied which avoids iterations, and leads to a highly efficient robust PLS estimator.

Key Metrics

Version 0.6.0
Published 2020-05-07 1459 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks rpls results

Downloads

Yesterday 3 0%
Last 7 days 44 -10%
Last 30 days 143 -3%
Last 90 days 392 -37%
Last 365 days 1.829 -17%

Maintainer

Maintainer

Peter Filzmoser

peter.filzmoser@tuwien.ac.at

Authors

Peter Filzmoser
Sukru Acitas
Birdal Senoglu
Maximilian Plattner

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

rpls archive

Imports

pcaPP
robustbase