archetypes: Archetypal Analysis

The main function archetypes implements a framework for archetypal analysis supporting arbitrary problem solving mechanisms for the different conceptual parts of the algorithm.

AuthorManuel J. A. Eugster [aut, cre], Friedrich Leisch [aut], Sohan Seth [ctb]
Date of publication2014-04-10 09:17:57
MaintainerManuel J. A. Eugster <manuel@mjae.net>
LicenseGPL (>= 2)
Version2.2-0

View on CRAN

Man pages

archetypes: Perform archetypal analysis on a data matrix.

archetypesFamily: Archetypes family constructor

archetypes-generics: Defined generics

archmap: Archetypal maps

archmap_projections: Archetypal map projections

as.archetypes: Archetypes object constructor

barplot.archetypes: Barplot of archetypes.

bestModel: Return best model

body: Exploring relationships in body dimensions

coef: Return coefficients

extract: Extract method

fitted: Return fitted data

kappa: Return kappa

movieplot: Archetypes movies.

nparameters: Return number of archetypes

panorama.archetypes: Panorma plot for archetypes.

parameters: Return fitted archetypes

pcplot: Add lines to an existing parallel coordinates plot.

pcplot.archetypes: Parallel coordinates of data and archetypes.

pcplot.default: Default parallel coordinates plot.

predict: Predict method for archetypal analysis fits

residuals: Return residuals

robustArchetypes: Robust archetypes

rss: Return residual sum of squares

screeplot.stepArchetypes: Screeplot of stepArchetypes.

simplexplot: Simplex visualization

skel: Exploring relationships in body dimensions, skeletal...

skeletonplot: Skeleton plot.

stepArchetypes: Run archetypes algorithm repeatedly

summary: Summary method for stepArchetypes object

toy: Toy data set

weightedArchetypes: Weighted archetypes

weights: Return weights

xyplot: Two-dimensional plot.

xyplot.archetypes: Plot of two-dimensional data and archetypes.

xyplot.robustArchetypes: Plot of two-dimensional data and robust archetypes.

xyplot.stepArchetypes: Plot of two-dimensional data and stepArchetypes.

xyplot.weightedArchetypes: Plot of two-dimensional data and weighted archetypes.

Files in this package

archetypes
archetypes/inst
archetypes/inst/opt
archetypes/inst/opt/robust-simulation
archetypes/inst/opt/robust-simulation/sim1.RData
archetypes/inst/opt/robust-simulation/sim2.RData
archetypes/inst/CITATION
archetypes/inst/doc
archetypes/inst/doc/archetypes.Rnw
archetypes/inst/doc/archetypes.pdf
archetypes/inst/doc/archetypes.R
archetypes/NAMESPACE
archetypes/demo
archetypes/demo/robust-simulation.R
archetypes/demo/00Index
archetypes/demo/robust-toy.R
archetypes/demo/robust-ozone.R
archetypes/NEWS
archetypes/data
archetypes/data/skel.RData
archetypes/data/toy.RData
archetypes/data/body.RData
archetypes/R
archetypes/R/archetypes-weighted.R archetypes/R/archetypes-class.R archetypes/R/archetypes-pcplot.R archetypes/R/archetypes-map.R archetypes/R/archetypes-movie.R archetypes/R/archetypes-robust.R archetypes/R/skeletonplot.R archetypes/R/generics.R archetypes/R/pcplot.R archetypes/R/archetypes-barplot.R archetypes/R/archetypes-panorama.R archetypes/R/archetypes-kit.R archetypes/R/archetypes-screeplot.R archetypes/R/archetypes-step.R archetypes/R/archetypes-xyplot.R archetypes/R/archetypes-kit-blocks.R archetypes/R/simplex-pot.R archetypes/R/memento.R
archetypes/vignettes
archetypes/vignettes/rt-003.pdf
archetypes/vignettes/archetypes.Rnw
archetypes/vignettes/rt-002.pdf
archetypes/vignettes/archetypes.bib
archetypes/MD5
archetypes/build
archetypes/build/vignette.rds
archetypes/DESCRIPTION
archetypes/man
archetypes/man/pcplot.Rd archetypes/man/xyplot.Rd archetypes/man/robustArchetypes.Rd archetypes/man/pcplot.default.Rd archetypes/man/bestModel.Rd archetypes/man/simplexplot.Rd archetypes/man/residuals.Rd archetypes/man/xyplot.weightedArchetypes.Rd archetypes/man/skel.Rd archetypes/man/toy.Rd archetypes/man/as.archetypes.Rd archetypes/man/archetypes.Rd archetypes/man/rss.Rd archetypes/man/xyplot.robustArchetypes.Rd archetypes/man/body.Rd archetypes/man/predict.Rd archetypes/man/archetypes-generics.Rd archetypes/man/kappa.Rd archetypes/man/stepArchetypes.Rd archetypes/man/archetypesFamily.Rd archetypes/man/parameters.Rd archetypes/man/screeplot.stepArchetypes.Rd archetypes/man/barplot.archetypes.Rd archetypes/man/archmap_projections.Rd archetypes/man/skeletonplot.Rd archetypes/man/fitted.Rd archetypes/man/movieplot.Rd archetypes/man/nparameters.Rd archetypes/man/weights.Rd archetypes/man/panorama.archetypes.Rd archetypes/man/xyplot.stepArchetypes.Rd archetypes/man/pcplot.archetypes.Rd archetypes/man/extract.Rd archetypes/man/xyplot.archetypes.Rd archetypes/man/archmap.Rd archetypes/man/coef.Rd archetypes/man/summary.Rd archetypes/man/weightedArchetypes.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.