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 |