SpaTimeClus: Model-Based Clustering of Spatio-Temporal Data

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Model-Based Clustering of Spatio-Temporal Data. Mixture model is used to achieve the clustering goal. Each component is itself a mixture model of polynomial autoregressive regressions whose the logistic weights consider the spatial and temporal information.

Author
Cheam A., Marbac M., and McNicholas P.
Date of publication
2016-04-18 16:06:46
Maintainer
Matthieu Marbac <matthieu.marbac@gmail.com>
License
GPL (>= 2)
Version
1.0

View on R-Forge

Man pages

airparif
Real spatio-temporal data: airparif
BuildSTCdata
Constructors of the class STCdata
print-methods
Summary function.
spatimeclus
This function performs the maximum likelihood estimation for...
SpaTimeClus-package
SpaTimeClus a package for clustering spatio-temporal data
STCcriteria-class
Constructor of ['STCcriteria'] class
STCdata-class
Constructor of ['STCdata'] class
STCmodel
This function builts an instance of STCmodel.
STCmodel-class
Constructor of ['STCmodel'] class
STCparam-class
Constructor of ['STCparam'] class
STCpartitions-class
Constructor of ['STCpartitions'] class
STCresults-class
Constructor of ['STCresults'] class
STCtune-class
Constructor of ['STCtune'] class
summary-methods
Summary function.

Files in this package

SpaTimeClus/DESCRIPTION
SpaTimeClus/NAMESPACE
SpaTimeClus/R
SpaTimeClus/R/RcppExports.R
SpaTimeClus/R/SpaTimeClus.R
SpaTimeClus/R/class.R
SpaTimeClus/R/summary.R
SpaTimeClus/R/tools.R
SpaTimeClus/data
SpaTimeClus/data/airparif.rda
SpaTimeClus/inst
SpaTimeClus/inst/include
SpaTimeClus/inst/include/STCXEM.h
SpaTimeClus/inst/include/STCXEMnonspatial.h
SpaTimeClus/inst/include/STCXEMspatial.h
SpaTimeClus/inst/include/STCdata.h
SpaTimeClus/inst/include/STCmodel.h
SpaTimeClus/inst/include/STCparam.h
SpaTimeClus/inst/include/STCtune.h
SpaTimeClus/man
SpaTimeClus/man/BuildSTCdata.Rd
SpaTimeClus/man/STCcriteria-class.Rd
SpaTimeClus/man/STCdata-class.Rd
SpaTimeClus/man/STCmodel-class.Rd
SpaTimeClus/man/STCmodel.Rd
SpaTimeClus/man/STCparam-class.Rd
SpaTimeClus/man/STCpartitions-class.Rd
SpaTimeClus/man/STCresults-class.Rd
SpaTimeClus/man/STCtune-class.Rd
SpaTimeClus/man/SpaTimeClus-package.Rd
SpaTimeClus/man/airparif.Rd
SpaTimeClus/man/print-methods.Rd
SpaTimeClus/man/spatimeclus.Rd
SpaTimeClus/man/summary-methods.Rd
SpaTimeClus/src
SpaTimeClus/src/Makevars
SpaTimeClus/src/Makevars.win
SpaTimeClus/src/RcppExports.cpp
SpaTimeClus/src/STCXEM.cpp
SpaTimeClus/src/STCXEMnonspatial.cpp
SpaTimeClus/src/STCXEMspatial.cpp
SpaTimeClus/src/SpaTimeClus.cpp