Multiblock Data Fusion in Statistics and Machine Learning
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Documentation for package ‘multiblock’ version 0.8.8.1
Help Pages
A B C D E G H I J L M P R S U W
-- A --
| asca | Analysis of Variance Simultaneous Component Analysis - ASCA |
| asca_plots | ASCA Result Methods |
| asca_results | ASCA Result Methods |
-- B --
| barplot.rosa | Plotting functions for ROSA models |
| basic | Single- and Two-Block Methods |
| biplot.multiblock | Plot Functions for Multiblock Objects |
| biplot.sopls | Scores, loadings and plots for sopls objects |
| block.data.frame | Block-wise indexable data.frame |
| block.preprocess | Preprocessing of block data |
| blockexpl | Result functions for ROSA models |
-- C --
| candies | Sensory assessment of candies. |
| cca | Canonical Correlation Analysis - CCA |
| classify | Result functions for SO-PLS models |
| classify.sopls | Result functions for SO-PLS models |
| coef.rosa | Result functions for ROSA models |
| coef.sopls | Result functions for SO-PLS models |
| complex | Methods With Complex Linkage |
| compnames | Vector of component names |
| corrplot | Plot Functions for Multiblock Objects |
| corrplot.default | Plot Functions for Multiblock Objects |
| corrplot.multiblock | Plot Functions for Multiblock Objects |
| corrplot.mvr | Plot Functions for Multiblock Objects |
| corrplot.sopls | Scores, loadings and plots for sopls objects |
| cvanova | Result functions for SO-PLS models |
| cvanova.default | Result functions for SO-PLS models |
| cvanova.sopls | Result functions for SO-PLS models |
-- D --
| disco | Distinctive and Common Components with SCA - DISCO |
| DISCOsca | DISCO-SCA rotation. |
| dummycode | Dummy-coding of a single vector |
-- E --
| explvar | Explained predictor variance |
| extended.model.frame | Extracting the Extended Model Frame from a Formula or Fit |
-- G --
| gca | Generalized Canonical Analysis - GCA |
| gpa | Generalized Procrustes Analysis - GPA |
| gsvd | Generalised Singular Value Decomposition - GSVD |
-- H --
| hogsvd | Higher Order Generalized SVD - HOGSVD |
| hpca | Hierarchical Principal component analysis - HPCA |
-- I --
| ifa | Inter-battery Factor Analysis - IFA |
| image.rosa | Plotting functions for ROSA models |
-- J --
| jive | Joint and Individual Variation Explained - JIVE |
-- L --
| loadingplot.asca | ASCA Result Methods |
| loadingplot.multiblock | Plot Functions for Multiblock Objects |
| loadingplot.sopls | Scores, loadings and plots for sopls objects |
| loadings.asca | ASCA Result Methods |
| loadings.multiblock | Result Functions for Multiblock Objects |
| loadings.rosa | Result functions for ROSA models |
| loadings.sopls | Scores, loadings and plots for sopls objects |
| loadingweightplot | Plot Functions for Multiblock Objects |
| lpls | L-PLS regression |
| lplsCV | Result functions for L-PLS objects ('lpls') |
| lplsData | L-PLS data simulation for exo-type analysis |
| lpls_results | Result functions for L-PLS objects ('lpls') |
-- M --
| maage | Måge plot |
| maageSeq | Måge plot |
| mbpls | Multiblock Partial Least Squares - MB-PLS |
| mbrda | Multiblock Redundancy Analysis - mbRDA |
| mcoa | Multiple Co-Inertia Analysis - MCOA |
| mcolors | Colour palette generation from matrix of RGB values |
| mfa | Multiple Factor Analysis - MFA |
| multiblock_plots | Plot Functions for Multiblock Objects |
| multiblock_results | Result Functions for Multiblock Objects |
-- P --
| pca | Principal Component Analysis - PCA |
| pcagca | PCA-GCA |
| pcp | Result functions for SO-PLS models |
| pcp.default | Result functions for SO-PLS models |
| pcp.sopls | Result functions for SO-PLS models |
| plot.cvanova | Result functions for SO-PLS models |
| plot.lpls | Result functions for L-PLS objects ('lpls') |
| popls | Parallel and Orthogonalised Partial Least Squares - PO-PLS |
| potato | Sensory, rheological, chemical and spectroscopic analysis of potatoes. |
| predict.lpls | Result functions for L-PLS objects ('lpls') |
| predict.rosa | Result functions for ROSA models |
| predict.sopls | Result functions for SO-PLS models |
| preprocess | Preprocessing of block data |
| print.asca | ASCA Result Methods |
| print.cvanova | Result functions for SO-PLS models |
| print.multiblock | Result Functions for Multiblock Objects |
| print.rosa | Result functions for ROSA models |
| print.rosaexpl | Result functions for ROSA models |
| print.sopls | Result functions for SO-PLS models |
| print.SO_TDI | Total, direct, indirect and additional effects in SO-PLS-PM. |
| print.SO_TDI_multiple | Total, direct, indirect and additional effects in SO-PLS-PM. |
| print.summary.asca | ASCA Result Methods |
| projections | ASCA Result Methods |
| projections.asca | ASCA Result Methods |
-- R --
| R2.sopls | Result functions for SO-PLS models |
| residuals.sopls | Result functions for SO-PLS models |
| RMSEP.sopls | Result functions for SO-PLS models |
| rosa | Response Oriented Sequential Alternation - ROSA |
| rosa.classify | Result functions for ROSA models |
| rosa_plots | Plotting functions for ROSA models |
| rosa_results | Result functions for ROSA models |
-- S --
| sca | Simultaneous Component Analysis - SCA |
| scoreplot.asca | ASCA Result Methods |
| scoreplot.multiblock | Plot Functions for Multiblock Objects |
| scoreplot.sopls | Scores, loadings and plots for sopls objects |
| scores.asca | ASCA Result Methods |
| scores.multiblock | Result Functions for Multiblock Objects |
| scores.rosa | Result functions for ROSA models |
| scores.sopls | Scores, loadings and plots for sopls objects |
| simulated | Data simulated to have certain characteristics. |
| smbpls | Sparse Multiblock Partial Least Squares - sMB-PLS |
| sopls | Sequential and Orthogonalized PLS (SO-PLS) |
| sopls_plots | Scores, loadings and plots for sopls objects |
| sopls_pm | Total, direct, indirect and additional effects in SO-PLS-PM. |
| sopls_pm_multiple | Total, direct, indirect and additional effects in SO-PLS-PM. |
| sopls_results | Result functions for SO-PLS models |
| SO_TDI | Total, direct, indirect and additional effects in SO-PLS-PM. |
| statis | Structuration des Tableaux à Trois Indices de la Statistique - STATIS |
| summary.asca | ASCA Result Methods |
| summary.cvanova | Result functions for SO-PLS models |
| summary.multiblock | Result Functions for Multiblock Objects |
| summary.rosa | Result functions for ROSA models |
| summary.sopls | Result functions for SO-PLS models |
| supervised | Supervised Multiblock Methods |
-- U --
| unique_combos | Unique combinations of blocks |
| unsupervised | Unsupervised Multiblock Methods |
-- W --
| wine | Wines of Val de Loire |