SpaTimeClus-package: SpaTimeClus a package for clustering spatio-temporal data

Description Details Author(s) References Examples

Description

SpaTimeClus is a tool for clustering Spatio-Temporal data.

Details

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(s)

Author: Cheam A., Marbac M., and McNicholas P.

References

Cheam A., Marbac M., and McNicholas P., Model-Based Clustering for Spatio-Temporal Data Applied for Air Quality.

Examples

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## 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)

SpaTimeClus documentation built on May 29, 2017, 7:12 p.m.