SpaTimeClus-package {SpaTimeClus} | R Documentation |
SpaTimeClus is a tool for clustering Spatio-Temporal data.
Package: | SpaTimeClus |
Type: | Package |
Version: | 1.0.0 |
Date: | 2016-12-21 |
License: | GPL-2 |
LazyLoad: | yes |
The main function of this package is spatimeclus that performs the clustering of spatio-temporal data.
Author: Cheam A., Marbac M., and McNicholas P.
Cheam A., Marbac M., and McNicholas P., Model-Based Clustering for Spatio-Temporal Data Applied for Air Quality.
## Not run: data(airparif) # Clustering of the data by considering the spatial dependencies res.spa <- spatimeclus(airparif$obs, G=3, K=4, Q=4, map = airparif$map, nbinitSmall=50, nbinitKept=5, nbiterSmall=5) summary(res.spa) # Clustering of the data without considering the spatial dependencies res.nospa <- spatimeclus(airparif$obs, G=3, K=4, Q=4, nbinitSmall=50, nbinitKept=5, nbiterSmall=5) summary(res.nospa) ## End(Not run)