
PMA
 Referenced in 133 articles
[sw19126]
 sparse principal components analysis, and sparse canonical correlation analysis, described in the following papers ... applications to sparse principal components and canonical correlation analysis. Biostatistics ... Tibshirani (2009) Extensions of sparse canonical correlation analysis, with applications to genomic data. Statistical Applications...

CCA
 Referenced in 16 articles
[sw09506]
 Package to Extend Canonical Correlation Analysis. Canonical correlations analysis (CCA) is an exploratory statistical method...

JIVE
 Referenced in 22 articles
[sw09511]
 popular twoblock methods such as Canonical Correlation Analysis and Partial Least Squares. A JIVE...

homals
 Referenced in 17 articles
[sw13953]
 order to emulate regression analysis and canonical correlation analysis...

phytools
 Referenced in 14 articles
[sw10003]
 continuous trait evolution; fitting a model of correlated binary trait evolution; locating the position ... Bayesian posterior sample); conducting an analysis called stochastic character mapping, in which character histories ... reduced major axis regression, a phylogenetic canonical correlation analysis, and a phylogenetic ANOVA; projecting...

yaImpute
 Referenced in 7 articles
[sw07226]
 data. These include methods based on canonical correlation analysis, canonical correspondence analysis, and a multivariate...

RKHS
 Referenced in 5 articles
[sw03078]
 variables play a crucial role in multivariate analysis. Two extension of this concept are considered ... extension of the multivariate concept of canonical correlation. A solution to the regression problem ... correlation formulation. The classical identities of Lawley and Rao that lead to canonical factor analysis ... Fisher’s linear discriminant analysis and canonical correlation analysis for random vectors is extended...

CCP
 Referenced in 4 articles
[sw26422]
 package CCP: Significance Tests for Canonical Correlation Analysis (CCA). Significance tests for canonical correlation analysis...

candisc
 Referenced in 3 articles
[sw25169]
 Correlation Analysis. Functions for computing and visualizing generalized canonical discriminant analyses and canonical correlation analysis ... MANOVA’ design and is equivalent to canonical correlation analysis between a set of quantitative response ... factors in a multivariate linear model, computing canonical scores and vectors for each term ... Related plots are now provided for canonical correlation analysis when all predictors are quantitative...

SVCCA
 Referenced in 3 articles
[sw35870]
 SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability. We propose ... technique, Singular Vector Canonical Correlation Analysis (SVCCA), a tool for quickly comparing two representations...

integrOmics
 Referenced in 4 articles
[sw28007]
 levels. However, the development of such an analysis is a major computational and technical challenge ... includes a regularized version of canonical correlation analysis to enlighten correlations between two datasets...

ANTsR
 Referenced in 4 articles
[sw25746]
 specific variations of principal component and canonical correlation analysis...

PyClimate
 Referenced in 3 articles
[sw29475]
 geophysical fields, such as principal component analysis and related tasks (truncation rules by means ... value decomposition of covariance matrices and canonical correlation analysis for coupled variability of geophysical fields...

DASC
 Referenced in 2 articles
[sw19158]
 variance, factor analysis models, and canonical correlation analysis, to mention the most important ones. Particular...

KyPlot
 Referenced in 2 articles
[sw00496]
 analysis (principal component, factor, discriminant and canonical correlation analysis) and for survival analysis...

transCCA
 Referenced in 1 article
[sw38361]
 Canonical correlation analysis for elliptical copulas. Canonical correlation analysis (CCA) is a common method used ... sets of variables by maximizing the Pearson correlation between linear combinations of the two sets ... establish consistency and asymptotic normality for canonical directions and correlations estimated using Kendall ... method for testing for nonzero canonical correlations using bootstrap methods. This testing procedure does...

ccaPP
 Referenced in 1 article
[sw31263]
 package ccaPP: (Robust) Canonical Correlation Analysis via Projection Pursuit. Canonical correlation analysis and maximum correlation...

Biplot
 Referenced in 1 article
[sw26237]
 discriminant analysis, metric multidimensional scaling, redundancy analysis, canonical correlation analysis or canonical correspondence analysis...

CCAGFA
 Referenced in 1 article
[sw29967]
 Canonical Correlation Analysis and Group Factor Analysis. Variational Bayesian algorithms for learning canonical correlation analysis...

Pyrcca
 Referenced in 1 article
[sw27033]
 Pyrcca: regularized kernel canonical correlation analysis in Python and its applications to neuroimaging. Canonical correlation...