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MBAnalysis (version 2.2.0)
Multiblock Exploratory and Predictive Data Analysis
Description
Exploratory and predictive methods for the analysis of several blocks of variables measured on the same individuals.
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Version
Version
2.2.0
2.1.1
2.1.0
2.0.2
0.1.0
Install
install.packages('MBAnalysis')
Monthly Downloads
214
Version
2.2.0
License
GPL (>= 3)
Maintainer
Benjamin Mahieu
Last Published
March 13th, 2026
Functions in MBAnalysis (2.2.0)
Search all functions
predict.MBWCov
Prediction with MBWCov
summary.MBPLS
Summary of
MBPLS
Objects
summary.ComDim
Summary of
ComDim
Objects
coef.MBWCov
Regression Coefficients of MBWCov
ham
Ham Data
print.MBWCov
Print of
MBWCov
Objects
print.MBPLS
Print of
MBPLS
Objects
summary.MBPCA
Summary of
MBPCA
Objects
summary.MBWCov
Summary of
MBWCov
Objects
MBplotScores
Customizable Plots of Scores
MBplotBlocks
Customizable Plots of Blocks
ComDim
Common Dimensions Analysis
MBWCov
Multiblock Weighted Covariate Analysis
MBPCA
Multiblock Principal Components Analysis
MBPLS
Multiblock Partial Least Squares Regression
MBValidation
Cross-Validation for MBPLS or MBWCov
MBAnalysis-package
MBAnalysis: Multiblock Exploratory and Predictive Data Analysis
plot.ComDim
Default Plots for
ComDim
plot.MBPCA
Default Plots for
MBPCA
plot.MBPLS
Default Plots for
MBPLS
plot.MBWCov
Default Plots for
MBWCov
MBplotVars
Customizable Plots of Variables
print.ComDim
Print of
ComDim
Objects
coef.MBPLS
Regression Coefficients of MBPLS
print.MBPCA
Print of
MBPCA
Objects
predict.MBPLS
Prediction with MBPLS