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

In SpaTimeClus: Model-Based Clustering of Spatio-Temporal Data

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

## 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 2, 2019, 5:22 p.m.