Package: morepls 0.1

morepls: Interpretation Tools for Partial Least Squares Regression

Various kinds of plots (observations, variables, correlations, weights, regression coefficients and Variable Importance in the Projection) and aids to interpretation (coefficients, Q2, correlations, redundancies) for partial least squares regressions computed with the 'pls' package, following Tenenhaus (1998, ISBN:2-7108-0735-1).

Authors:Nicolas Robette [aut, cre]

morepls_0.1.tar.gz
morepls_0.1.zip(r-4.5)morepls_0.1.zip(r-4.4)morepls_0.1.zip(r-4.3)
morepls_0.1.tgz(r-4.4-any)morepls_0.1.tgz(r-4.3-any)
morepls_0.1.tar.gz(r-4.5-noble)morepls_0.1.tar.gz(r-4.4-noble)
morepls_0.1.tgz(r-4.4-emscripten)morepls_0.1.tgz(r-4.3-emscripten)
morepls.pdf |morepls.html✨
morepls/json (API)

# Install 'morepls' in R:
install.packages('morepls', repos = c('https://nicolas-robette.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/nicolas-robette/morepls/issues

Pkgdown site:https://nicolas-robette.github.io

On CRAN:

2.70 score 1 stars 178 downloads 10 exports 31 dependencies

Last updated 11 months agofrom:930b72120f. Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 24 2025
R-4.5-winOKJan 24 2025
R-4.5-linuxOKJan 24 2025
R-4.4-winOKJan 24 2025
R-4.4-macOKJan 24 2025
R-4.3-winOKJan 24 2025
R-4.3-macOKJan 24 2025

Exports:get_coefget_corget_Q2get_redplo_coefplo_corplo_ctrplo_obsplo_varplo_vip

Dependencies:clicolorspacefansifarverggplot2ggrepelgluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplsR6RColorBrewerRcpprlangscalestibbleutf8vctrsviridisLitewithr