Online Principal Component Analysis

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Documentation for package ‘onlinePCA’ version 1.3.2

• DESCRIPTION file.
• Package NEWS.

Help Pages

onlinePCA-package	Online Principal Component Analysis
batchpca	Batch PCA
bsoipca	Block Stochastic Orthononal Iteration (BSOI)
ccipca	Candid Covariance-Free Incremental PCA
coef2fd	Recover functional data from their B-spline coefficients
create.basis	Create a smooth B-spline basis
fd2coef	Compute the coefficients of functional data in a B-spline basis
ghapca	Generalized Hebbian Algorithm for PCA
impute	BLUP Imputation of Missing Values
incRpca	Incremental PCA
incRpca.block	Incremental PCA with Block Update
incRpca.rc	Incremental PCA With Reduced Complexity
perturbationRpca	Recursive PCA using a rank 1 perturbation method
secularRpca	Recursive PCA Using Secular Equations
sgapca	Stochastic Gradient Ascent PCA
snlpca	Subspace Network Learning PCA
updateCovariance	Update the Sample Covariance Matrix
updateMean	Update the Sample Mean Vector