Package: morepls 0.2.1
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:
morepls_0.2.1.tar.gz
morepls_0.2.1.zip(r-4.7)morepls_0.2.1.zip(r-4.6)morepls_0.2.1.zip(r-4.5)
morepls_0.2.1.tgz(r-4.6-any)morepls_0.2.1.tgz(r-4.5-any)
morepls_0.2.1.tar.gz(r-4.7-any)morepls_0.2.1.tar.gz(r-4.6-any)
morepls_0.2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
morepls/json (API)
NEWS
| # Install 'morepls' in R: |
| install.packages('morepls', repos = c('https://nicolas-robette.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:bf5c6252db. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 131 | ||
| source / vignettes | OK | 191 | ||
| linux-release-x86_64 | OK | 125 | ||
| macos-release-arm64 | OK | 101 | ||
| macos-oldrel-arm64 | OK | 90 | ||
| windows-devel | OK | 98 | ||
| windows-release | OK | 94 | ||
| windows-oldrel | OK | 101 | ||
| wasm-release | OK | 101 |
Exports:get_coefget_corget_Q2get_redplo_coefplo_corplo_ctrplo_interplo_obsplo_partplo_supplo_varplo_vip
Dependencies:clicpp11descriptiofarverggplot2ggrepelgluegtableisobandlabelinglifecycleMASSplsR6RColorBrewerRcpprlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Standardized and raw coefficients | get_coef |
| Correlations between variables and scores | get_cor |
| Q2 and cumulative Q2 indexes | get_Q2 |
| R2 and redundancies | get_red |
| Plot of coefficients | plo_coef |
| Plot of correlations | plo_cor |
| Plot of weights | plo_ctr |
| Plot of Interactions | plo_inter |
| Plot of scores | plo_obs |
| Plot of Main and Partial Effect | plo_part |
| Plot of Supplementary Variables | plo_sup |
| Plot of loadings | plo_var |
| Plot of VIPs | plo_vip |
