R2cum

R2cum,pcaRes-method

object


Cumulative R2 is the total ratio of variance that is being
explained by the model


Provides Bayesian PCA, Probabilistic PCA, Nipals PCA,
Inverse Non-Linear PCA and the conventional SVD PCA. A cluster
based method for missing value estimation is included for
comparison. BPCA, PPCA and NipalsPCA may be used to perform PCA
on incomplete data as well as for accurate missing value
estimation. A set of methods for printing and plotting the
results is also provided. All PCA methods make use of the same
data structure (pcaRes) to provide a common interface to the
PCA results. Initiated at the Max-Planck Institute for
Molecular Plant Physiology, Golm, Germany.

Henning Redestig

pcaMethods

A collection of PCA methods

R2cum,pcaRes-method function

Cumulative R2 is the total ratio of variance that is being
explained by the model

R2cum,pcaRes-method: Cumulative R2 is the total ratio of variance that is being explained by the model

Description

Usage

Arguments

Value