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

calcBasisIntegralsUtility function that calculates matrix of basis-scalar...
calcMFPCAInternal function that implements the MFPCA algorithm for...
check_FCP_TPA_inputCheck input of FCP TPA function
dct2DCalculate and threshold DCT for an image
dct3DCalculate and threshold DCT for an 3D image
dctBasis2DCalculate a cosine basis representation for functional data...
dctFunction2DCalculate linear combinations of orthonormal cosine basis...
expandBasisFunctionCalculate a linear combination of arbitrary basis function
FCP_TPAThe functional CP-TPA algorithm
fcptpaBasisCalculate a smooth PCA representation for functional data on...
fdaBasisUse a basis from package fda for univariate representation
findAlphaVoptFind the optimal smoothing parameters in FCP_TPA using GCV
fpcaBasisCalculate a functional principal component basis...
gcvGeneralized cross-validation for the FCP-TPA algorithm
givenBasisUse given basis functions for univariate representation
idct2DCalculate an inverse DCT for an image
idct3DCalculate an inverse DCT for a 3D image
maxeigCompute the largest eigenvalue and associated eigenvector of...
MFPCAMultivariate functional principal component analysis for...
multivExpansionCalculate multivariate basis expansion
normVecCalculate the euclidean norm of a vector
PACEUnivariate functional principal component analysis by...
plot.MFPCAfitPlot MFPCA results
predict.MFPCAfitFunction prediction based on MFPCA results
print.MFPCAfitPrint the results of a Multivariate Functional Principal...
print.summary.MFPCAfitPrint summary of a Multivariate Functional Principal...
scoreplotScoreplot Generic
scoreplot.MFPCAfitPlot the Scores of a Multivariate Functional Principal...
screeplot.MFPCAfitScreeplot for Multivariate Functional Principal Component...
splineBasis1DCalculate a spline basis decomposition for functional data on...
splineBasis2DCalculate a spline basis representation for functional data...
splineFunction1DCalculate linear combinations of spline basis functions on...
splineFunction2DCalculate linear combinations of spline basis functions on...
stratSampleSample stratified indices according to a factor variable
summary.MFPCAfitSummarize a Multivariate Functional Principal Component...
ttvTensor times vector calculation
ttvCalculationInternal function for the Tensor times Vector calculation
UMPCAUMPCA: Uncorrelated Multilinear Principle Component Analysis
umpcaBasisCalculate an uncorrelated multilinear principal component...
univDecompUnivariate basis decomposition
univExpansionCalculate a univariate basis expansion
MFPCA documentation built on May 2, 2019, 2:49 p.m.