Archetypal Analysis
Plot of two-dimensional data and archetypes.
Two-dimensional plot.
Plot of two-dimensional data and robust archetypes.
Plot of two-dimensional data and stepArchetypes.
Plot of two-dimensional data and weighted archetypes.
Defined generics
Perform archetypal analysis on a data matrix.
Archetypes family constructor
Archetypal maps
Archetypal map projections
Archetypes object constructor
Barplot of archetypes.
Return best model
Return coefficients
Extract method
Return fitted data
Return kappa
Archetypes movies.
Return number of archetypes
Panorma plot for archetypes.
Return fitted archetypes
Parallel coordinates of data and archetypes.
Default parallel coordinates plot.
Add lines to an existing parallel coordinates plot.
Predict method for archetypal analysis fits
Return residuals
Robust archetypes
Return residual sum of squares
Screeplot of stepArchetypes.
Simplex visualization
Skeleton plot.
Run archetypes algorithm repeatedly
Summary method for stepArchetypes object
Weighted archetypes
Return weights
The main function archetypes implements a framework for archetypal analysis supporting arbitrary problem solving mechanisms for the different conceptual parts of the algorithm.