RandomFields: Simulation and Analysis of Random Fields

Methods for the inference on and the simulation of Gaussian fields are provided, as well as methods for the simulation of extreme value random fields. Main geostatistical parts are based on the books by Christian Lantuejoul <doi:10.1007/978-3-662-04808-5>, Jean-Paul Chiles and Pierre Delfiner <doi:10.1002/9781118136188> and Noel A. Cressie <doi:10.1002/9781119115151>. For the extreme value random fields see Oesting, Schlather, Schillings (2019) <doi.org/10.1002/sta4.228> and Schlather (2002) <doi.org/10.1023/A:1020977924878>.

Version: 3.3.7
Depends: R (≥ 3.0), sp, RandomFieldsUtils (≥ 0.5.1)
Imports: graphics, methods, grDevices, stats, utils
LinkingTo: RandomFieldsUtils
Suggests: colorspace, RColorBrewer, mvtnorm, raster, tcltk2, tcltk, tkrplot, spam, tools, geoR, minqa, soma, optimx, nloptr, pso, GenSA
Published: 2019-12-12
Author: 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]
Maintainer: Martin Schlather <schlather at math.uni-mannheim.de>
License: GPL (≥ 3)
URL: http://ms.math.uni-mannheim.de/de/publications/software/randomfields
NeedsCompilation: yes
Citation: RandomFields citation info
In views: Spatial, SpatioTemporal
CRAN checks: RandomFields results

Downloads:

Reference manual: RandomFields.pdf
Package source: RandomFields_3.3.7.tar.gz
Windows binaries: r-devel: RandomFields_3.3.6.zip, r-devel-gcc8: RandomFields_3.3.6.zip, r-release: RandomFields_3.3.7.zip, r-oldrel: RandomFields_3.3.6.zip
OS X binaries: r-release: RandomFields_3.3.6.tgz, r-oldrel: RandomFields_3.3.6.tgz
Old sources: RandomFields archive

Reverse dependencies:

Reverse depends: DSpat, GeoGenetix, LS2Wstat, ProbForecastGOP, scpm, UncerIn2
Reverse imports: AHMbook, CompRandFld, constrainedKriging, geoR, georob, geozoning, lgcp, NLMR, raptr, spagmix, spatsurv, varycoef
Reverse suggests: fractaldim, geostatsp, IsoriX, prioritizr, rpanel, SAMCpack, SpaDES, SpaDES.core, SpaDES.tools, spatstat

Linking:

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