Gibbs Random Fields Analysis

Allows calculation on, and sampling from Gibbs Random Fields, and more precisely general homogeneous Potts model. The primary tool is the exact computation of the intractable normalising constant for small rectangular lattices. Beside the latter function, it contains method that give exact sample from the likelihood for small enough rectangular lattices or approximate sample from the likelihood using MCMC samplers for large lattices.


Reference manual

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1.0.1 by Julien Stoehr, a year ago

Browse source code at

Authors: Julien Stoehr , Pierre Pudlo and Nial Friel

Documentation:   PDF Manual  

GPL (>= 2) license

Imports methods, Rcpp

Suggests knitr

Linking to Rcpp, RcppArmadillo, BH

Imported by DR.SC.

See at CRAN