metaboliteData


A incomplete subset from a larger metabolite data set.  This is the
original, complete data set and can be used to compare estimation
results created with the also provided incomplete data (called
metaboliteData).


datasets

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

metaboliteData function

A incomplete subset from a larger metabolite data set.  This is the
original, complete data set and can be used to compare estimation
results created with the also provided incomplete data (called
metaboliteData).

metaboliteData: A incomplete metabolite data set from an Arabidopsis coldstress experiment

Description

Arguments

Details

References

See Also