Sparse Canonical Correlation Analysis for High-Dimensional Mixed Data


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Documentation for package ‘mixedCCA’ version 1.6.2

Help Pages

autocor Construct a correlation matrix
blockcor Construct a correlation matrix
CorrStructure Construct a correlation matrix
estimateR Estimate latent correlation matrix
estimateR_mixed Estimate latent correlation matrix
find_w12bic Internal mixedCCA function finding w1 and w2 given R1, R2 and R12
GenerateData Mixed type simulation data generator for sparse CCA
KendallTau Kendall's tau correlation
Kendall_matrix Kendall's tau correlation
lambdaseq_generate Internal data-driven lambda sequence generating function.
mixedCCA Sparse CCA for data of mixed types with BIC criterion
myrcc Internal RidgeCCA function
standardCCA Internal standard CCA function.