calcBasisIntegrals | Utility function that calculates matrix of basis-scalar... |
calcMFPCA | Internal function that implements the MFPCA algorithm for... |
check_FCP_TPA_input | Check input of FCP TPA function |
dct2D | Calculate and threshold DCT for an image |
dct3D | Calculate and threshold DCT for an 3D image |
dctBasis2D | Calculate a cosine basis representation for functional data... |
dctFunction2D | Calculate linear combinations of orthonormal cosine basis... |
dot-PACE | Calculate univariate functional PCA |
expandBasisFunction | Calculate a linear combination of arbitrary basis function |
FCP_TPA | The functional CP-TPA algorithm |
fcptpaBasis | Calculate a smooth PCA representation for functional data on... |
fdaBasis | Use a basis from package fda for univariate representation |
findAlphaVopt | Find the optimal smoothing parameters in FCP_TPA using GCV |
fpcaBasis | Calculate a functional principal component basis... |
gcv | Generalized cross-validation for the FCP-TPA algorithm |
givenBasis | Use given basis functions for univariate representation |
idct2D | Calculate an inverse DCT for an image |
idct3D | Calculate an inverse DCT for a 3D image |
maxeig | Compute the largest eigenvalue and associated eigenvector of... |
MFPCA | Multivariate functional principal component analysis for... |
multivExpansion | Calculate multivariate basis expansion |
normVec | Calculate the euclidean norm of a vector |
PACE | Univariate functional principal component analysis by... |
plot.MFPCAfit | Plot MFPCA results |
predict.MFPCAfit | Function prediction based on MFPCA results |
print.MFPCAfit | Print the results of a Multivariate Functional Principal... |
print.summary.MFPCAfit | Print summary of a Multivariate Functional Principal... |
scoreplot | Scoreplot Generic |
scoreplot.MFPCAfit | Plot the Scores of a Multivariate Functional Principal... |
screeplot.MFPCAfit | Screeplot for Multivariate Functional Principal Component... |
splineBasis1D | Calculate a spline basis decomposition for functional data on... |
splineBasis2D | Calculate a spline basis representation for functional data... |
splineFunction1D | Calculate linear combinations of spline basis functions on... |
splineFunction2D | Calculate linear combinations of spline basis functions on... |
stratSample | Sample stratified indices according to a factor variable |
summary.MFPCAfit | Summarize a Multivariate Functional Principal Component... |
ttv | Tensor times vector calculation |
ttvCalculation | Internal function for the Tensor times Vector calculation |
UMPCA | UMPCA: Uncorrelated Multilinear Principle Component Analysis |
umpcaBasis | Calculate an uncorrelated multilinear principal component... |
univDecomp | Univariate basis decomposition |
univExpansion | Calculate a univariate basis expansion |
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