gslcca: Generalized Semi-Linear Canonical Correlation Analysis

This is a package for Generalized Semi-linear Canonical Correlation Analysis (GSLCCA, described in Brain et al, 2011). GSLCCA estimates the parameters of a given nonlinear model to maximize the correlation with a linear combination of multiple response variables. This method was developed to characterize EEG power spectra under different treatment regimens in research and development projects at Pfizer.

Author
Foteini Strimenopoulou, Heather Turner and Phil Brain
Date of publication
2011-09-30 10:36:55
Maintainer
Heather Turner <ht@heatherturner.net>
License
GPL (>= 2)
Version
0.1-0

View on R-Forge

Man pages

bandSpectra
Average Spectra within Frequency Bands
clonidine
EEG Experiment Investigating the Effect of Clonidine in Rats
gslcca
Perform a Generalised Semi Linear Canonical Correlation...
gslcca-misc
Functions to Access Components of the Results of a GSLCCA...
gslcca-package
Generalised Semi-Linear Canonical Correlation Analysis
plot.gslcca
Plot Results from a GSLCCA Analysis
plot.varySmooth
Plot Results from GSLCCA Run with Different Smoothing...
readSpectra
Read in Power Spectra and Auxiliary Information
snapshot
Perform Snapshot Analysis Comparing Two Sets of Signatures...
varySmooth
Vary the Level of Smoothing used Prior to GSLCCA

Files in this package

gslcca
gslcca/data
gslcca/data/clonidine.RData
gslcca/R
gslcca/R/print.gslcca.R
gslcca/R/plot.snapshot.R
gslcca/R/varySmooth.R
gslcca/R/summary.gslcca.R
gslcca/R/plot.varySmooth.R
gslcca/R/gslcca-misc.R
gslcca/R/print.summary.gslcca.R
gslcca/R/readSpectra.R
gslcca/R/snapshot.R
gslcca/R/plot.gslcca.R
gslcca/R/bandSpectra.R
gslcca/R/gslcca.R
gslcca/NAMESPACE
gslcca/tests
gslcca/tests/CCA_comparison.R
gslcca/inst
gslcca/inst/CITATION
gslcca/inst/doc
gslcca/inst/doc/GSLCCA_Tutorial.pdf
gslcca/inst/doc/SweaveColor.sty
gslcca/inst/doc/snapshot_compact.pdf
gslcca/inst/doc/GSLCCA_Tutorial.Rnw
gslcca/inst/doc/snapshot_multiplot.pdf
gslcca/DESCRIPTION
gslcca/man
gslcca/man/gslcca-misc.Rd
gslcca/man/readSpectra.Rd
gslcca/man/varySmooth.Rd
gslcca/man/gslcca-package.Rd
gslcca/man/plot.varySmooth.Rd
gslcca/man/clonidine.Rd
gslcca/man/plot.gslcca.Rd
gslcca/man/snapshot.Rd
gslcca/man/bandSpectra.Rd
gslcca/man/gslcca.Rd