Package: MBAnalysis 2.2.0
MBAnalysis: Multiblock Exploratory and Predictive Data Analysis
Exploratory and predictive methods for the analysis of several blocks of variables measured on the same individuals.
Authors:
MBAnalysis_2.2.0.tar.gz
MBAnalysis_2.2.0.zip(r-4.7)MBAnalysis_2.2.0.zip(r-4.6)MBAnalysis_2.2.0.zip(r-4.5)
MBAnalysis_2.2.0.tgz(r-4.6-any)MBAnalysis_2.2.0.tgz(r-4.5-any)
MBAnalysis_2.2.0.tar.gz(r-4.7-any)MBAnalysis_2.2.0.tar.gz(r-4.6-any)
MBAnalysis_2.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
MBAnalysis/json (API)
| # Install 'MBAnalysis' in R: |
| install.packages('MBAnalysis', repos = c('https://bmahieuoniris.r-universe.dev', 'https://cloud.r-project.org')) |
- ham - Ham Data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:ff3db4301b. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 147 | ||
| source / vignettes | OK | 181 | ||
| linux-release-x86_64 | OK | 142 | ||
| macos-release-arm64 | OK | 171 | ||
| macos-oldrel-arm64 | OK | 144 | ||
| windows-devel | OK | 109 | ||
| windows-release | OK | 102 | ||
| windows-oldrel | OK | 90 | ||
| wasm-release | OK | 91 |
Exports:ComDimMBPCAMBplotBlocksMBplotScoresMBplotVarsMBPLSMBValidationMBWCov
Dependencies:clicpp11farverggplot2ggrepelgluegtableisobandlabelinglifecycleR6RColorBrewerRcpprlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Regression Coefficients of MBPLS | coef.MBPLS |
| Regression Coefficients of MBWCov | coef.MBWCov |
| Common Dimensions Analysis | ComDim |
| Ham Data | ham |
| Multiblock Principal Components Analysis | MBPCA |
| Customizable Plots of Blocks | MBplotBlocks |
| Customizable Plots of Scores | MBplotScores |
| Customizable Plots of Variables | MBplotVars |
| Multiblock Partial Least Squares Regression | MBPLS |
| Cross-Validation for MBPLS or MBWCov | MBValidation |
| Multiblock Weighted Covariate Analysis | MBWCov |
| Default Plots for 'ComDim' | plot.ComDim |
| Default Plots for 'MBPCA' | plot.MBPCA |
| Default Plots for 'MBPLS' | plot.MBPLS |
| Default Plots for 'MBWCov' | plot.MBWCov |
| Prediction with MBPLS | predict.MBPLS |
| Prediction with MBWCov | predict.MBWCov |
| Print of 'ComDim' Objects | print.ComDim |
| Print of 'MBPCA' Objects | print.MBPCA |
| Print of 'MBPLS' Objects | print.MBPLS |
| Print of 'MBWCov' Objects | print.MBWCov |
| Summary of 'ComDim' Objects | summary.ComDim |
| Summary of 'MBPCA' Objects | summary.MBPCA |
| Summary of 'MBPLS' Objects | summary.MBPLS |
| Summary of 'MBWCov' Objects | summary.MBWCov |
