Multivariate Functional Principal Component Analysis for Data Observed on Different Dimensional Domains

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Documentation for package ‘MFPCA’ version 1.3-10

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FCP_TPA The functional CP-TPA algorithm
MFPCA Multivariate functional principal component analysis for functions on different (dimensional) domains
multivExpansion Calculate multivariate basis expansion
PACE Univariate functional principal component analysis by smoothed covariance
plot.MFPCAfit Plot MFPCA results
predict.MFPCAfit Function prediction based on MFPCA results
print.MFPCAfit Print the results of a Multivariate Functional Principal Component Analysis
print.summary.MFPCAfit Print summary of a Multivariate Functional Principal Component Analysis
scoreplot Scoreplot Generic
scoreplot.MFPCAfit Plot the Scores of a Multivariate Functional Principal Component Analysis
screeplot.MFPCAfit Screeplot for Multivariate Functional Principal Component Analysis
summary.MFPCAfit Summarize a Multivariate Functional Principal Component Analysis
ttv Tensor times vector calculation
UMPCA UMPCA: Uncorrelated Multilinear Principle Component Analysis
univDecomp Univariate basis decomposition
univExpansion Calculate a univariate basis expansion