Simulation and Analysis of Random Fields

Methods for the inference on and the simulation of Gaussian fields are provided. Furthermore, methods for the simulation of extreme value random fields are provided. Main geostatistical parts are based among others on the books by Christian Lantuejoul .

Reference manual

install.packages("RandomFields")

3.3.14 by Martin Schlather, 5 years ago

https://www.wim.uni-mannheim.de/schlather/publications/software

Browse source code at https://github.com/cran/RandomFields

Authors: Martin Schlather [aut, cre] , Alexander Malinowski [aut] , Marco Oesting [aut] , Daphne Boecker [aut] , Kirstin Strokorb [aut] , Sebastian Engelke [aut] , Johannes Martini [aut] , Felix Ballani [aut] , Olga Moreva [aut] , Jonas Auel[ctr] , Peter Menck [ctr] , Sebastian Gross [ctr] , Ulrike Ober [ctb] , Paulo Ribeiro [ctb] , Brian D. Ripley [ctb] , Richard Singleton [ctb] , Ben Pfaff [ctb] , R Core Team [ctb]

Documentation: PDF Manual

GPL (>= 3) license

Imports graphics, methods, grDevices, stats, utils

Depends on sp, RandomFieldsUtils

Suggests colorspace, RColorBrewer, mvtnorm, raster, tcltk2, tcltk, tkrplot, spam, tools, minqa, soma, optimx, nloptr, pso, GenSA