CluMP v0.7

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Clustering of Micro Panel Data

Two-step feature-based clustering method designed for micro panel (longitudinal) data with the artificial panel data generator. See Sobisek, Fojtik, Stachova (2018) <arXiv:1807.05926>.

Functions in CluMP

Name Description
ParamLinear Parameters of linear model
OptiNum Finding an optimal number of clusters
PanelPlot Plot Micro-Panel (longitudinal) Data
CluMP Cluster Micro-Panel (longitudinal) Data employing the CluMP algorithm
CluMP_view Cluster profiles' (CluMP results) visualisation
GeneratePanel Generate an artificial Micro-Panel (longitudinal) Data
ParamCubic Parameters of cubic model
ParamExpon Parameters of exponential model
CluMP_profiles Summary characteristics of identified clusters via CluMP
ParamQuadrat Parameters of quadratic model
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Details

URL https://arxiv.org/ftp/arxiv/papers/1807/1807.05926.pdf
License GPL (>= 3)
Encoding UTF-8
LazyData true
RoxygenNote 6.1.1
NeedsCompilation no
Packaged 2019-01-08 20:08:44 UTC; 9afoj
Repository CRAN
Date/Publication 2019-01-11 17:00:28 UTC

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