clustEff (version 0.3.1)

Clusters of Effects Curves in Quantile Regression Models

Description

Clustering method to cluster both effects curves, through quantile regression coefficient modeling, and curves in functional data analysis. Sottile G. and Adelfio G. (2019) .

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Version

Install

install.packages('clustEff')

Monthly Downloads

179

Version

0.3.1

License

GPL-2

Maintainer

Gianluca Sottile

Last Published

January 23rd, 2024

Functions in clustEff (0.3.1)

summary.fpcac

Summary FPCAC algorithm

internals

Internal Functions

clustEff-package

Clusters of effects curves

plot.fpcac

Plot Functional Principal Component Analysis Clustering

opt.fpcac

Optimal cluster selection in Functional Principal Components Analysis Clustering

extract.object

extract.object fits a multivariate quantile regression and extracts objects for the cluster effects algorithm.

fpcac

Functional Principal Components Analysis Clustering

clustEff

Cluster Effects Algorithm

summary.clustEff

Summary clustEff algorithm

plot.clustEff

Plot Clustering Effects

distshape

Dissimilarity matrix