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archetypes (version 2.2-0.1)

Archetypal Analysis

Description

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

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Version

Install

install.packages('archetypes')

Monthly Downloads

674

Version

2.2-0.1

License

GPL (>= 2)

Maintainer

Manuel J. A. Eugster

Last Published

April 22nd, 2019

Functions in archetypes (2.2-0.1)

body

Exploring relationships in body dimensions
rss.archetypes

Return residual sum of squares
weights.archetypes

Return weights
xyplot

Two-dimensional plot.
kappa.archetypes

Return kappa
movieplot

Archetypes movies.
xyplot.stepArchetypes

Plot of two-dimensional data and stepArchetypes.
archetypesFamily

Archetypes family constructor
archmap

Archetypal maps
[.stepArchetypes

Extract method
fitted.archetypes

Return fitted data
xyplot.weightedArchetypes

Plot of two-dimensional data and weighted archetypes.
stepArchetypes

Run archetypes algorithm repeatedly
summary.stepArchetypes

Summary method for stepArchetypes object
toy

Toy data set
weightedArchetypes

Weighted archetypes
rss

Defined generics
archetypes

Perform archetypal analysis on a data matrix.
nparameters.archetypes

Return number of archetypes
panorama.archetypes

Panorma plot for archetypes.
predict.archetypes

Predict method for archetypal analysis fits
residuals.archetypes

Return residuals
simplex_projection

Archetypal map projections
as.archetypes

Archetypes object constructor
parameters,archetypes-method

Return fitted archetypes
lines.pcplot

Add lines to an existing parallel coordinates plot.
barplot.archetypes

Barplot of archetypes.
screeplot.stepArchetypes

Screeplot of stepArchetypes.
xyplot.archetypes

Plot of two-dimensional data and archetypes.
simplexplot

Simplex visualization
bestModel.stepArchetypes

Return best model
skel

Exploring relationships in body dimensions, skeletal measurements
xyplot.robustArchetypes

Plot of two-dimensional data and robust archetypes.
skeletonplot

Skeleton plot.
robustArchetypes

Robust archetypes
coef.archetypes

Return coefficients
pcplot.archetypes

Parallel coordinates of data and archetypes.
pcplot.default

Default parallel coordinates plot.