CluMP (version 0.8.1)

Clustering of Micro Panel Data

Description

Two-step feature-based clustering method designed for micro panel (longitudinal) data with the artificial panel data generator. See Sobisek, Stachova, Fojtik (2018) .

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Version

Install

install.packages('CluMP')

Monthly Downloads

242

Version

0.8.1

License

GPL (>= 3)

Maintainer

Jan Fojtik

Last Published

November 27th, 2020

Functions in CluMP (0.8.1)

CluMP_view

Cluster profiles' (CluMP results) visualisation

CluMP_profiles

Summary characteristics of identified clusters via CluMP

ParamLinear

Parameters of linear model

ParamCubic

Parameters of cubic model

PanelPlot

Plot Micro-Panel (longitudinal) Data

GeneratePanel

Generate an artificial Micro-Panel (longitudinal) Data

OptiNum

Finding an optimal number of clusters

CluMP

Cluster Micro-Panel (longitudinal) Data employing the CluMP algorithm

ParamExpon

Parameters of exponential model

ParamQuadrat

Parameters of quadratic model