Bayesian Canonical Correlation Analysis and Group Factor Analysis


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Documentation for package ‘CCAGFA’ version 1.0.8

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CCAGFA-package CCAGFA: Bayesian canonical correlation analysis (BCCA), inter-battery factor analysis (BIBFA), and group factor analysis (GFA)
CCA Estimate a Bayesian IBFA/CCA/GFA model
CCAcorr Compute correlation between the views
CCAexperiment Estimate a Bayesian IBFA/CCA/GFA model
CCApred Predict samples of one view given the other(s)
CCAsample Generate data from CCA/BIBFA/GFA model
CCAtrim Simplify a CCA/BIBFA/GFA model
CCGFA CCAGFA: Bayesian canonical correlation analysis (BCCA), inter-battery factor analysis (BIBFA), and group factor analysis (GFA)
getDefaultOpts Get default options for BIBFA
GFA Estimate a Bayesian IBFA/CCA/GFA model
GFAexperiment Estimate a Bayesian IBFA/CCA/GFA model
GFApred Predict samples of one view given the other(s)
GFAsample Generate data from CCA/BIBFA/GFA model
GFAtrim Simplify a CCA/BIBFA/GFA model