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'))

Peer review:

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

On CRAN:

3.30 score 1 stars 137 downloads 10 exports 31 dependencies

Last updated 8 months agofrom:930b72120f. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 26 2024
R-4.5-winOKOct 26 2024
R-4.5-linuxOKOct 26 2024
R-4.4-winOKOct 26 2024
R-4.4-macOKOct 26 2024
R-4.3-winOKOct 26 2024
R-4.3-macOKOct 26 2024

Exports:get_coefget_corget_Q2get_redplo_coefplo_corplo_ctrplo_obsplo_varplo_vip

Dependencies:clicolorspacefansifarverggplot2ggrepelgluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplsR6RColorBrewerRcpprlangscalestibbleutf8vctrsviridisLitewithr