Supervised Principal Component Analysis


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Documentation for package ‘SuperPCA’ version 0.4.0

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kr Compute a string of Khatri-Rao products
normc Normaliz the columns of x to a length of 1.
Parafac Performs parafac factorization via ALS
SIFA Supervised Integrated Factor Analysis
SupParafacEM Using EM algorithm to fit the SupCP model
SupPCA Fit a supervised singular value decomposition (SupSVD) model
SupSFPCA Supervised Sparse and Functional Principal Component Analysis
TensProd Compute tensor product over multiple dimensions using Khatri-Rao product