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.


Reference manual

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1.0.1 by Matthieu Marbac, a year ago

Browse source code at

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

Documentation:   PDF Manual  

Task views: Handling and Analyzing Spatio-Temporal Data

GPL (>= 2) license

Imports methods, Rcpp, parallel

Linking to Rcpp, RcppArmadillo

See at CRAN