Package: MBAnalysis 2.0.2
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_2.0.2.tar.gz
MBAnalysis_2.0.2.zip(r-4.5)MBAnalysis_2.0.2.zip(r-4.4)MBAnalysis_2.0.2.zip(r-4.3)
MBAnalysis_2.0.2.tgz(r-4.4-any)MBAnalysis_2.0.2.tgz(r-4.3-any)
MBAnalysis_2.0.2.tar.gz(r-4.5-noble)MBAnalysis_2.0.2.tar.gz(r-4.4-noble)
MBAnalysis_2.0.2.tgz(r-4.4-emscripten)MBAnalysis_2.0.2.tgz(r-4.3-emscripten)
MBAnalysis.pdf |MBAnalysis.html✨
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 1 years agofrom:462f06930f. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 05 2024 |
R-4.5-win | OK | Nov 05 2024 |
R-4.5-linux | OK | Nov 05 2024 |
R-4.4-win | OK | Nov 05 2024 |
R-4.4-mac | OK | Nov 05 2024 |
R-4.3-win | OK | Nov 05 2024 |
R-4.3-mac | OK | Nov 05 2024 |
Exports:BetaComDimMBPCAMBplotBlocksMBplotScoresMBplotVarsMBPLSMBValidationMBWCov
Dependencies:clicolorspacefansifarverggplot2ggrepelgluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerRcpprlangscalestibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Regression coefficients of MBPLS or MBWCov models | Beta |
Common Dimensions analysis (ComDim) | ComDim |
Ham data | ham |
Multiblock Principal Components Analysis (MB-PCA) | MBPCA |
Customizable plots of blocks related information | MBplotBlocks |
Customizable plots of scores related information | MBplotScores |
Customizable plots of variables related information | MBplotVars |
Multiblock Partial Least Squares (MB-PLS) regression | MBPLS |
Cross-Validation of MBPLS or MBWCov models | MBValidation |
Multiblock Weighted Covariate analysis (MB-WCov) | MBWCov |
Default plots for 'ComDim' objects | plot.ComDim |
Default plots for 'MBPCA' objects | plot.MBPCA |
Default plots for 'MBPLS' objects | plot.MBPLS |
Default plots for 'MBWCov' objects | plot.MBWCov |
Prediction from MBPLS models | predict.MBPLS |
Prediction from MBWCov models | predict.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 |