Simulation and Analysis of Random Fields

Bayesian | Bayesian Spatial Modelling |

BRmethods | Simulation methods for Brown-Resnick processes |

ca20 | Calcium content in soil samples |

Changings | Documentation of some further changings |

conventional2RFspDataFrame | Coercion to class 'RFsp' objects |

CoordinateSystems | Coordinate systems |

fitgauss | Details on fitting Gaussian random fields, including Box-Cox... |

GaussianFields | Methods for Gaussian Random Fields |

internal | Internal functions |

MajorRevisions | Documentation of major changings |

obsolete2 | Obsolete functions Version 2 |

obsolete3 | Obsolete functions Version 3 |

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

papers.GSPSJ06 | Fast and Exact Simulation of Large Gaussian Lattice Systems... |

papers.jss14 | Covariance models for multivariate and vector-valued fields |

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

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

papers.SBS14 | Systematic co-occurrence of tail correlation functions among... |

papers.SS11 | Covariance Models for Random Vector Fields |

plot-method | Methods for function 'plot' in package 'RandomFields' |

PrintModelList | Information about the implemented covariance models |

QMath | Transformation of coordinate systems |

RandomFields | Simulation and Analysis of Random Fields |

RC | Constants used in RandomFields (RC constants) |

RF | Evaluation operators (RF commands) |

RFboxcox | Linear part of 'RMmodel' |

RFcov | (Cross-)Covariance function |

RFcovmatrix | Covariance matrix |

RFcrossvalidate | Fitting model parameters to spatial data (regionalised... |

RFdistr | Evaluating distribution families |

RFempVariog-class | Class 'RFempVariog' |

RFfctn | Evaluate Covariance and Variogram Functions |

RFfit | Fitting model parameters to spatial data (regionalised... |

RFfit-class | Class 'RFfit' |

RFfitOptimiser | Optimisers for fitting model parameters to spatial data |

RFformula | RFformula - syntax to design random field models with trend... |

RFformulaAdvanced | Advanced RFformula |

RFfractaldim | RFfractaldimension |

RFgetMethodNames | Simulation Techniques |

RFgetModel | Internally stored model |

RFgetModelInfo | Information on RMmodels |

RFgetModelNames | Names of implemented covariance and variogram models |

RFgridDataFrame-class | Class 'RFgridDataFrame' |

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

RFhurst | Hurst coefficient |

RFinterpolate | Interpolation methods |

RFlinearpart | Linear part of 'RMmodel' |

RFloglikelihood | Likelihood and estimation of linear models |

RFmadogram | Empirical (Cross-)Madogram |

RFoldstyle | RFoldstyle |

RFoptions | Setting control arguments |

RFoptionsAdvanced | Setting control arguments of 'RandomFields' - advanced... |

RFpar | Graphical parameters for plots |

RFpointsDataFrame-class | Class 'RFpointsDataFrame' |

RFpseudomadogram | Empirical Pseudomadogram |

RFpseudovariogram | Pseudovariogram |

RFratiotest | Likelihood ratio test |

RFsimulate | Simulation of Random Fields |

RFsimulateAdvanced | Simulation of Random Fields - Advanced |

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

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

RFspatialGridDataFrame-class | Class "RFspatialGridDataFrame" |

RFspatialPointsDataFrame-class | Class "RFspatialPointsDataFrame" |

RFsp-class | Class 'RFsp' |

RFvariogram | Empirical (Cross-)Variogram |

RM | Overview over classes of 'RMmodels' |

RMangle | Anisotropy matrix given by angle |

RMaskey | Askey model |

RMave | Space-time moving average model |

RMball | RMball |

RMbcw | Model bridging stationary and intrinsically stationary... |

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

RMbessel | Bessel Family Covariance Model |

RMbicauchy | Bivariate Cauchy Model |

RMbigneiting | Gneiting-Wendland Covariance Models |

RMbistable | Bivariate stable Model |

RMbiwm | Full Bivariate Whittle Matern Model |

RMblend | Scale model for a few areas of different scales and/or... |

RMbr2bg | Transformation from Brown-Resnick to Bernoulli |

RMbr2eg | Transformation from Brown-Resnick to Gauss |

RMbrownresnick | Tail correlation function of the Brown-Resnick process |

RMbubble | Bubble model for arbitrary areas of scales |

RMcauchy | Cauchy Family Covariance Model |

RMcauchytbm | Modifications of the Cauchy Family Covariance Model |

RMchoquet | Schoenberg's representation for the classes psi_d and... |

RMcircular | Circular Covariance Model |

RMconstant | Covariance Matrix Constant in Space |

RMcov | Non-stationary covariance model corresponding to a variogram... |

RMcovariate | Model for covariates |

RMcoxisham | Cox Isham Covariance Model |

RMcubic | Cubic Covariance Model |

RMcurlfree | Curlfree Covariance Model |

RMcutoff | Gneiting's modification towards finite range |

RMdagum | Dagum Covariance Model Family |

RMdampedcos | Exponentially Damped Cosine |

RMdeclare | Declaration of dummy variables for statistical inference |

RMdelay | Bivariate Delay Effect |

RMderiv | Gradient of a field |

RMdewijsian | Modified De Wijsian Variogram Model |

RMdivfree | Divfree Covariance Model |

RMeaxxa | Special models for rotation like fields |

RMepscauchy | Generalized Cauchy Family Covariance Model |

RMexp | Exponential Covariance Model |

RMexponential | Exponential operator |

RMfbm | Variogram Model of Fractal Brownian Motion |

RMfix | Fixed Covariance Matrix |

RMfixed | Fixed Effect Model |

RMfractdiff | Fractionally Differenced Process Model |

RMfractgauss | Fractal Gaussian Model Family |

RMgauss | Gaussian Covariance Model |

RMgencauchy | Generalized Cauchy Family Covariance Model |

RMgenfbm | Generalized Fractal Brownian Motion Variogram Model |

RMgengneiting | Gneiting-Wendland Covariance Models |

RMgennsst | Non-Separable Space-Time model |

RMgneiting | Gneiting Covariance Model |

RMgneitingdiff | Gneiting Covariance Model Used as Tapering Function |

RMhyperbolic | Generalized Hyperbolic Covariance Model |

RMiaco | Iaco-Cesare model |

RMid | Identical Model |

RMidmodel | Identical Model |

RMintern | Internal models |

RMintexp | Integral exponential operator |

RMintrinsic | Intrinsic Embedding Covariance Model |

RMkolmogorov | Identical Model |

RMlgd | Local-Global Distinguisher Family Covariance Model |

RMlsfbm | Locally Positive Definite Function Given by the Fractal... |

RMma | Ma operator |

RMmastein | Ma-Stein operator |

RMmatern | Whittle-Matern Covariance Model |

RMmatrix | Matrix operator |

RMmodel | Covariance and Variogram Models in 'RandomFields' (RM... |

RMmodel-class | Class 'RMmodel' |

RMmodelExt-class | Class CLASS_FIT |

RMmodelgenerator-class | Class 'RMmodelgenerator' |

RMmodelsAdvanced | Advanced features of the models |

RMmodelsAuxiliary | Auxiliary and other Models |

RMmodelsMultivariate | Multivariate models |

RMmodelsNonstatationary | Non-stationary features of the models |

RMmodelsSpaceTime | Space-time Covariance Models |

RMmodelsSphere | Covariance models valid on a sphere |

RMmodelsTailcorrelation | Covariance models valid for max-stable random fields |

RMmodelsTrend | Trend Modelling |

RMmppplus | Mixture of shape functions |

RMmqam | multivariate quasi-arithmetic mean |

RMmult | Multiplication of Random Field Models |

RMmultiquad | The Multiquadric Family Covariance Model on the Sphere |

RMnatsc | Natural scale |

RMnonstwm | Non-stationary Whittle-Matern Covariance Model |

RMnsst | Non-Separable Space-Time model |

RMnugget | Nugget Effect Covariance Model |

RMoesting | Variogram Model Similar to Fractal Brownian Motion |

RMparswm | Parsimonious Multivariate Whittle Matern Model |

RMpenta | Penta Covariance Model |

RMplus | Addition of Random Field Models |

RMpoissonpoly | RMpolygon |

RMpolynome | Creating polynomial models |

RMpower | Power operator for Variograms and Covariance functions |

RMprod | Plain scalar product |

RMqam | Quasi-arithmetic mean |

RMqexp | Variant of the exponential model |

RMrational | Rational function |

RMrotat | Rotation matrices |

RMS | Scaling operator |

RMSadvanced | Scaling operator - comments for advanced applications |

RMscale | Scale model for arbitrary areas of scales |

RMschlather | Covariance Model for binary field based on Gaussian field |

RMschur | Schur product |

RMsign | Random sign |

RMsinepower | The Sinepower Covariance Model on the Sphere |

RMspheric | The Spherical Covariance Model |

RMstable | Stable Family / Powered Exponential Model |

RMstein | Stein's non-separable space-time model |

RMstp | Single temporal process |

RMstrokorb | Tail correlation function of the Brown-Resnick process |

RMsum | Plain scalar product |

RMtbm | Turning Bands Method |

RMtrafo | Transformation of coordinate systems |

RMtrend | Trend Model |

RMtruncsupport | Truncating the Support of a Shape Function |

RMuser | User-Defined Function |

RMvector | Vector Covariance Model |

RMwave | Wave Covariance Model / Cardinal Sine |

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

RPbernoulli | Simulation of Binary Random Fields |

RPbrownresnick | Brown-Resnick process |

RPchi2 | Simulation of Chi2 Random Fields |

RPcirculant | Circulant Embedding methods |

RPcoin | Random coin method |

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

RPgauss | Simulation of Gaussian Random Fields |

RPhyperplane | Hyperplane method |

RPmaxstable | Simulation of Max-Stable Random Fields |

RPmaxstableAdvanced | Simulation examples of advanced Max-Stable Random Fields |

RPnugget | Method to simulate the Nugget effect |

RPopitz | Extremal t process |

RPpoisson | Simulation of Poisson Random Fields |

RPschlather | Extremal Gaussian process |

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

RPsmith | (Mixed) Moving Maxima |

RPspecific | Methods that are specific to certain covariance models |

RPspectral | Spectral turning bands method |

RPt | Simulation of T Random Fields |

RPtbm | Turning Bands method |

RR | Distribution families (RR commands) |

RRdeterm | Degenerate Distributions |

RRdistr | Definition of Distribution Families |

RRgauss | Vector Of Independent Gaussian Random Variables |

RRloc | Location and Scale Modification of A Distribution |

RRmcmc | Random Sample From The Modulus Of A Function |

RRrectangular | Random scaling used with balls |

RRspherical | Random scaling used with balls |

RRunif | Uniform Distribution in Higher Dimensions |

soil | Soil data of North Bavaria, Germany |

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

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

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