# RandomFields v3.1.36

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## 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.

## Functions in RandomFields

Name | Description | |

Obsolete Functions | Obsolete functions | |

Internal functions | Internal functions | |

Coordinate systems | Coordinate systems | |

Changings | Documentation of some further changings | |

conventional2RFspDataFrame | Coercion to class 'RFsp' objects | |

jss14 | Covariance models for multivariate and vector valued fields | |

papers | Papers involving RandomFields and co-authored by M. Schlather | |

Brown-Resnick-Specific | Simulation methods for Brown-Resnick processes | |

Hierarchical Modelling | Bayesian Spatial Modelling | |

GSPSJ06 | Fast and Exact Simulation of Large Gaussian Lattice Systems in R2 | |

RFfunction | Evaluation operators (RF commands) | |

RFboxcox | Linear part of RMmodel | |

SS12 | Covariance Models for Random Vector Fields | |

SBS14 | Systematic co-occurrence of tail correlation functions among max-stable processes | |

S10 | On some covariance models based on normal scale mixtures | |

PrintModelList | Information about the implemented covariance models | |

S02 | Models for stationary max-stable random fields | |

Mathematial C functions | Transformation of coordinate systems | |

RFempiricalvariogram | Empirical (Cross-)Variogram | |

RFempVariog-class | Class RFempVariog | |

RFfitoptimiser | Optimisers for fitting model parameters to spatial data | |

RFfractaldim | RFfractaldimension | |

RFcov | Evaluate Covariance and Variogram Functions | |

RFfit-class | Class RFfit | |

RFdistr | Evaluating distribution families | |

RFhurst | Hurst coefficient | |

RFfit | Fitting model parameters to spatial data (regionalised variables) and to linear (mixed) models | |

RFinterpolate | Interpolation methods | |

RFsp-class | Class RFsp | |

RFspatialPointsDataFrame-class | Class "RFspatialPointsDataFrame" | |

RMcauchytbm | Modifications of the Cauchy Family Covariance Model | |

RMcircular | Circular Covariance Model | |

RFgetModelNames | Names of implemented covariance and variogram models | |

RFgetModelInfo | Information on RMmodels | |

RFsimulate.more.examples | Further Examples for the Simulation of Random Fields | |

RFsimulate | Simulation of Random Fields | |

RMfixcov | Fixed Covariance Matrix | |

RMfractdiff | Fractionally Differenced Process Model | |

RandomFields-package | Simulation and Analysis of Random Fields | |

Constants | Constants used in RandomFields (RC constants) | |

RFgetMethodNames | Simulation Techniques | |

RFlinearpart | Linear part of RMmodel | |

RFgetModel | Internally stored model | |

RFloglikelihood | Likelihood and estimation of linear models | |

RMdagum | Dagum Covariance Model Family | |

RMconstant | Covariance Matrix Constant in Space | |

RMdampedcos | Exponentially Damped Cosine | |

RMgneiting | Gneiting Covariance Model | |

RMgengneiting | Gneiting-Wendland Covariance Models | |

RMmodelgenerator-class | Class RMmodelgenerator | |

RMcoord | Coordinates in the mixed model representation | |

RMmodelsAdvanced | Advanced features of the mdoels | |

RMgencauchy | Generalized Cauchy Family Covariance Model | |

RMgenfbm | Generalized Fractal Brownian Motion Variogram Model | |

RMnonstwm | RMnonstwm | |

RMnatsc | Natural scale | |

RMuser | User Defined Function | |

RMintern | Internal models | |

RMwave | Wave Covariance Model / Cardinal Sine | |

Max-stable random fields | Simulation of Max-Stable Random Fields | |

RMma | Ma operator | |

RMmodelsNonstationary | Nonstationary features of the mdoels | |

RMmastein | Ma-Stein operator | |

RMintexp | Integral exponential operator | |

RMmodelsSpacetime | Space-time Covariance Models | |

RMqam | Quasi-arithmetic mean | |

Max-stable random fields, advanced | Simulation examples of advanced Max-Stable Random Fields | |

RPpoisson | Simulation of Random Fields | |

ExtremalGaussian | Extremal Gaussian process | |

Trend Modelling | Trend Modelling | |

RMsinepower | The Sinepower Covariance Model on the Sphere | |

RMmppplus | Mixture of shape functions | |

BrownResnick | Brown-Resnick process | |

RMspheric | The Spherical Covariance Model | |

RPchi2 | Simulation of a Chi2 Random Fields | |

RFgridDataFrame-class | Class RFgridDataFrame | |

RFgui | Graphical User Interface For Fitting Covariance Models And Variograms | |

RFsimulate.sophisticated.examples | Sophisticated Examples for the Simulation of Random Fields | |

RFsimulateAdvanced | Simulation of Random Fields -- Advanced | |

RMbcw | Model bridging stationary and intrinsically stationary processes | |

RMbernoulli | Covariance Model for binary field based on a Gaussian field | |

RMdewijsian | Modified DeWijsian Variogram Model | |

RMsign | Random sign | |

RMsum | Plain scalar product | |

Strokorb's Functions | Tail correlation function of the Brown-Resnick process | |

RPt | Simulation of a T Random Fields | |

Tbm | Turning Bands method | |

RRrectangular | Random scaling used with balls | |

RRdeterm | Random scaling used with balls | |

RRspheric | Random scaling used with balls | |

RFpar | Graphical parameters for plots | |

RRgauss | Random scaling used with balls | |

RFpointsDataFrame-class | Class RFpointsDataFrame | |

RMball | RMball | |

RMave | Space-time moving average model | |

RMexp | Exponential Covariance Model | |

RMmodel-class | Class RMmodel | |

RMeaxxa | Special models for rotation like fields | |

RMhyperbolic | Generalized Hyperbolic Covariance Model | |

RMepscauchy | Generalized Cauchy Family Covariance Model | |

RMkolmogorov | Identical Model | |

RMlgd | Local-Global Distinguisher Family Covariance Model | |

RMid | Identical Model | |

RMmult | Multiplication of Random Field Models | |

RMmultiquad | The Multiquadric Family Covariance Model on th Sphere | |

RMpower | Power operator for Variograms and Covariance functions | |

RMtbm | Turning Bands Method | |

RMtrafo | Transformation of coordinate systems | |

RMprod | Plain scalar product | |

RPgauss | Simulation of Gaussian Random Fields | |

Hyperplane | Hyperplane method | |

Specific | Methods that are specific to certain covariance models | |

RMmodelFit-class | Class "RMmodelFit" | |

RMtruncsupport | Random sign | |

RMtrend | Trend Model | |

RMpenta | Penta Covariance Model | |

RMplus | Addition of Random Field Models | |

RPprocess | Models for classes of random fields (RP commands) | |

RFoptionsAdvanced | Setting control arguments of RandomFields -- advanced examples | |

RFoldstyle | RFoldstyle | |

RMmodels Overview | Overview over classes of RMmodels | |

RMbessel | Bessel Family Covariance Model | |

RMangle | Anisotropy matrix given by angle | |

RMcauchy | Cauchy Family Covariance Model | |

Spectral | Spectral turning bands method | |

RMcovariate | Model for covariates | |

weather | Pressure and temperature forecast errors over the Pacific Northwest | |

sp2RF | Transformation of an 'sp' object to an 'RFsp' object | |

RMfractgauss | Fractal Gaussian Model Family | |

RMcubic | Cubic Covariance Model | |

RMwhittlematern | Whittle-Matern Covariance Model | |

RMgauss | Gaussian Covariance Model | |

RMmatrix | Matrix operator | |

RMpolygon | RMpolygon | |

Others | Auxiliary and other Models | |

RMpolynome | Creating poylonmial models | |

RMmodelsMultivariate | Multivariate models | |

RPbernoulli | Simulation of Binary Random Fields | |

Extremal t | Extremal t process | |

Independent Variables | Method to simulate the Nugget effect | |

RRunif | Random scaling used with balls | |

RMstable | Stable Family / Powered Exponential Model | |

soil | Soil data of North Bavaria, Germany | |

Coins | Random coin method | |

RMstein | Stein nonseparable space-time model | |

Circulant Embedding | Circulant Embedding methods | |

Smith | (Mixed) Moving Maxima | |

Square roots | Methods relying on square roots of the covariance matrix | |

RRloc | Random scaling used with balls | |

RRmcmc | RRmcmc | |

No Results! |

## Last month downloads

## Details

LinkingTo | RandomFieldsUtils |

License | GPL (>= 3) |

URL | http://ms.math.uni-mannheim.de/de/publications/software |

Packaged | 2016-12-25 17:26:15 UTC; schlather |

NeedsCompilation | yes |

Repository | CRAN |

Date/Publication | 2016-12-25 23:37:21 |

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

imports | graphics , grDevices , methods , stats , utils |

depends | R (>= 3.0.2) , RandomFieldsUtils (>= 0.3.15) , sp |

Contributors | Ben Pfaff, R team, Paulo Ribeiro, Richard Singleton, Juliane Manitz, Martin Schlather, Alexander Malinowski, Marco Oesting, Daphne Boecker, Kirstin Strokorb, Sebastian Engelke, Johannes Martini, Peter Menck, Sebastian Gross, Katharina Burmeister, Felix Ballani, Ulrike Ober, Olga Moreva, Christoph Berreth, Jonas Auel |

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