prinsimp: Finding and plotting simple basis vectors for multivariate data

Provides capabilities beyond principal components analysis to focus on finding structure in low variability subspaces. Constructs and plots simple basis vectors for pre-defined and user-defined measures of simplicity.

Author
Davor Cubranic, Jonathan Zhang, Nancy Heckman, Travis Gaydos, and J.S. Marron
Date of publication
2013-11-02 01:21:46
Maintainer
Davor Cubranic <cubranic@stat.ubc.ca>
License
AGPL-3
Version
0.8-8

View on CRAN

Man pages

basisplot
Basisplot method for Simple Partition
caterpillar
Kingsolver _et al._ caterpillar estimated covariance
plot.simpart
Plot method for Simple Partition
prinsimp-package
plyr: the split-apply-combine paradigm for R.
print.simpart
Print method for Simple Partition
simpart
Simple Partition
summary.simpart
Summary method for Simple Partition
varperc
Varperc method for Simple Partition
varsimp
Varsimp method for Simple Partition

Files in this package

prinsimp
prinsimp/inst
prinsimp/inst/doc
prinsimp/inst/doc/Prinsimp-introduction.Rnw
prinsimp/inst/doc/Prinsimp-introduction.pdf
prinsimp/NAMESPACE
prinsimp/demo
prinsimp/demo/periodic.R
prinsimp/demo/00Index
prinsimp/data
prinsimp/data/caterpillar.RData
prinsimp/R
prinsimp/R/periodic.R
prinsimp/R/plot.R
prinsimp/R/print.R
prinsimp/R/simpart.R
prinsimp/R/divided-differences.R
prinsimp/vignettes
prinsimp/vignettes/Makefile
prinsimp/vignettes/Prinsimp-introduction.Rnw
prinsimp/MD5
prinsimp/build
prinsimp/build/vignette.rds
prinsimp/DESCRIPTION
prinsimp/man
prinsimp/man/prinsimp-package.Rd
prinsimp/man/simpart.Rd
prinsimp/man/varsimp.Rd
prinsimp/man/basisplot.Rd
prinsimp/man/varperc.Rd
prinsimp/man/summary.simpart.Rd
prinsimp/man/print.simpart.Rd
prinsimp/man/caterpillar.Rd
prinsimp/man/plot.simpart.Rd