Kendall Functional Principal Component Analysis


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Documentation for package ‘KFPCA’ version 2.0

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CD4 CD4 cell counts
FPCscoreLSE Least square estimates of functional principal component scores
GenDataKL Generate functional/longitudinal data via KL expansion
GetGCVbw1D Bandwidth selection through GCV for one-dimension cases
GetGCVbw2D Bandwidth selection through GCV for two-dimension cases
kernfun Kernel Functions
KFPCA Kendall Functional Principal Component Analysis (KFPCA) for sparse design
KFPCA_reg Kendall Functional Principal Component Analysis (KFPCA) for dense and regular design
MeanEst Local linear estimates of mean function
predict.KFPCA Predict FPC scores
SparsePlot Sparse plot