Package index

The caps class

as_caps() is_caps()

Class for clustering with amplitude and phase separation

autoplot(<caps>)

Visualizes the result of a clustering strategy stored in a caps object with ggplot2

plot(<caps>)

Plots the result of a clustering strategy stored in a caps object

diagnostic_plot()

Diagnostic plot for the result of a clustering strategy stored in a caps object

Clustering methods

fdadist()

Computes the distance matrix for functional data with amplitude and phase separation

fdadbscan()

Performs density-based clustering for functional data with amplitude and phase separation

fdahclust()

Performs hierarchical clustering for functional data with amplitude and phase separation

fdakmeans()

Performs k-means clustering for functional data with amplitude and phase separation

Clustering comparison

compare_caps()

Generates results of multiple clustering strategies

autoplot(<mcaps>)

Visualizes results of multiple clustering strategies using ggplot2

plot(<mcaps>)

Plots results of multiple clustering strategies

Data sets

simulated30

Simulated data for examples

simulated30_sub

Simulated data for examples

simulated90

Simulated data from the CSDA paper

sim30_caps

A caps object from simulated data for examples

sim30_mcaps

An mcaps object from simulated data for examples