Package: morepls 0.1
Nicolas Robette
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_0.1.tar.gz
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://cran.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 6 months agofrom:a45d2ec842. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 06 2024 |
| R-4.5-linux | OK | Sep 06 2024 |
Exports:get_coefget_corget_Q2get_redplo_coefplo_corplo_ctrplo_obsplo_varplo_vip
Dependencies:clicolorspacefansifarverggplot2ggrepelgluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplsR6RColorBrewerRcpprlangscalestibbleutf8vctrsviridisLitewithr
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 scores | plo_obs |
| Plot of loadings | plo_var |
| Plot of VIPs | plo_vip |