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 | |
| No Results! | ||
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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 |
| imports | amap (>= 0.8-16) , dplyr (>= 0.7.6) , ggplot2 (>= 3.0.0) , MASS , NbClust (>= 3.0) , rlang , stats , tableone |
| suggests | knitr , rmarkdown |
| depends | R (>= 3.4.0) |
| Contributors | Anna Grishko, Lukas Sobisek |
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