# Simulation and Analysis of Random Fields

## Documentation for package ‘RandomFields’ version 3.3.8

- DESCRIPTION file.

## Help Pages

A B C D E F G H I J K L M N O P R S T V W Z misc

RandomFields-package | Simulation and Analysis of Random Fields

## -- A --

abs | Transformation of coordinate systems
abs-method | Transformation of coordinate systems
acosh | Transformation of coordinate systems
acosh-method | Transformation of coordinate systems
Advanced RMmodels | Advanced features of the models
AIC-method | Class 'RFfit'
AIC.RF_fit | Class 'RFfit'
AICc.RFfit | Class 'RFfit'
AICc.RF_fit | Class 'RFfit'
anova-method | Class 'RFfit'
anova-method | Class CLASS_FIT
anova.RF_fit | Class 'RFfit'
anova.RM_modelFit | Class CLASS_FIT
as.array.RFgridDataFrame | Class 'RFgridDataFrame'
as.array.RFpointsDataFrame | Class 'RFpointsDataFrame'
as.array.RFspatialGridDataFrame | Class "RFspatialGridDataFrame"
as.array.RFspatialPointsDataFrame | Class "RFspatialPointsDataFrame"
as.data.frame.RFgridDataFrame | Class 'RFgridDataFrame'
as.data.frame.RFpointsDataFrame | Class 'RFpointsDataFrame'
as.data.frame.RFspatialGridDataFrame | Class "RFspatialGridDataFrame"
as.data.frame.RFspatialPointsDataFrame | Class "RFspatialPointsDataFrame"
as.matrix.RFgridDataFrame | Class 'RFgridDataFrame'
as.matrix.RFpointsDataFrame | Class 'RFpointsDataFrame'
as.matrix.RFspatialGridDataFrame | Class "RFspatialGridDataFrame"
as.matrix.RFspatialPointsDataFrame | Class "RFspatialPointsDataFrame"
as.vector.RFgridDataFrame | Class 'RFgridDataFrame'
as.vector.RFpointsDataFrame | Class 'RFpointsDataFrame'
as.vector.RFspatialGridDataFrame | Class "RFspatialGridDataFrame"
as.vector.RFspatialPointsDataFrame | Class "RFspatialPointsDataFrame"
asin | Transformation of coordinate systems
asin-method | Transformation of coordinate systems
asinh | Transformation of coordinate systems
asinh-method | Transformation of coordinate systems
atan | Transformation of coordinate systems
atan-method | Transformation of coordinate systems
atan2 | Transformation of coordinate systems
atan2-method | Transformation of coordinate systems
atanh | Transformation of coordinate systems
atanh-method | Transformation of coordinate systems
Auxiliary Models | Auxiliary and other Models
Auxiliary RMmodels | Auxiliary and other Models
AuxiliaryModels | Auxiliary and other Models
Average | Random coin method

## -- B --

Bayesian | Bayesian Spatial Modelling
bayesian | Bayesian Spatial Modelling
Bayesian Modelling | Bayesian Spatial Modelling
BIC-method | Class 'RFfit'
BIC.RF_fit | Class 'RFfit'
BRmethods | Simulation methods for Brown-Resnick processes
Brown-Resnick | Brown-Resnick process
Brown-Resnick process | Brown-Resnick process

## -- C --

c | Transformation of coordinate systems
c-method | Class 'RMmodel'
ca20 | Calcium content in soil samples
ca20.df | Calcium content in soil samples
cbind.RFgridDataFrame | Class 'RFgridDataFrame'
cbind.RFpointsDataFrame | Class 'RFpointsDataFrame'
cbind.RFspatialGridDataFrame | Class "RFspatialGridDataFrame"
cbind.RFspatialPointsDataFrame | Class "RFspatialPointsDataFrame"
cbrt | Transformation of coordinate systems
ceiling | Transformation of coordinate systems
ceiling-method | Transformation of coordinate systems
Changings | Documentation of some further changings
changings | Documentation of some further changings
checkExamples | Internal functions
Choquet's representation | Schoenberg's representation for the classes psi_d and psi_{Inf} in d=2
Circulant | Circulant Embedding methods
coerce-method | Class 'RFempVariog'
coerce-method | Class 'RFfit'
coerce-method | Class 'RFgridDataFrame'
coerce-method | Class 'RFpointsDataFrame'
coerce-method | Class "RFspatialGridDataFrame"
coerce-method | Class "RFspatialPointsDataFrame"
Coins | Random coin method
CondSimu | Obsolete functions Version 2
constants | Constants used in RandomFields (RC constants)
contour.RFempVariog | Class 'RFfit'
contour.RFfit | Class 'RFfit'
contour.RFspatialGridDataFrame | Methods for function 'plot' in package 'RandomFields'
conventional2RFspDataFrame | Coercion to class 'RFsp' objects
coordinate system | Coordinate systems
Coordinate systems | Coordinate systems
coordinate systems | Coordinate systems
coordinates | Coordinate systems
coord_units | Documentation of some further changings
coregionalisation | Matrix operator
coregionalization | Matrix operator
cos | Transformation of coordinate systems
cos-method | Transformation of coordinate systems
cosh | Transformation of coordinate systems
cosh-method | Transformation of coordinate systems
Covariance | Obsolete functions Version 2
CovarianceFct | Obsolete functions Version 2
CovMatrix | Obsolete functions Version 2
Cutoff | Circulant Embedding methods

## -- D --

DeleteAllRegisters | Obsolete functions Version 2
DeleteRegister | Obsolete functions Version 2
Dependencies | Internal functions
derivative | Gradient of a field
dimensions-method | Class 'RFgridDataFrame'
dimensions-method | Class 'RFpointsDataFrame'
dimensions-method | Class 'RFsp'
dimensions-method | Class "RFspatialGridDataFrame"
dimensions-method | Class "RFspatialPointsDataFrame"
Direct | Methods relying on square roots of the covariance matrix
DoSimulateRF | Obsolete functions Version 2

## -- E --

Earth models | Covariance models valid on a sphere
earth models | Covariance models valid on a sphere
EmpiricalVariogram | Obsolete functions Version 2
erf | Transformation of coordinate systems
erfc | Transformation of coordinate systems
error function model | Tail correlation function of the Brown-Resnick process
exp | Transformation of coordinate systems
exp-method | Transformation of coordinate systems
exp2 | Transformation of coordinate systems
expm1 | Transformation of coordinate systems
expm1-method | Transformation of coordinate systems
extremal Gaussian | Extremal Gaussian process
extremal Gaussian process | Extremal Gaussian process
extremal t | Extremal t process
extremal t process | Extremal t process

## -- F --

FinalizeExample | Internal functions
fitgauss | Details on fitting Gaussian random fields, including Box-Cox transformation
fitvario | Obsolete functions Version 2
floor | Transformation of coordinate systems
floor-method | Transformation of coordinate systems
fractal.dim | Obsolete functions Version 2

## -- G --

gamma | Transformation of coordinate systems
Gaussian | Methods for Gaussian Random Fields
GaussRF | Obsolete functions Version 2
GetModelList | Information about the implemented covariance models
GetModelNames | Information about the implemented covariance models
GKS11 | Pressure and temperature forecast errors over the Pacific Northwest
gradient | Gradient of a field
GridTopology2gridVectors-method | Class "RFspatialGridDataFrame"
GSPSJ06 | Fast and Exact Simulation of Large Gaussian Lattice Systems in R2

## -- H --

Hierarchical | Bayesian Spatial Modelling
Hierarchical Modelling | Bayesian Spatial Modelling
hist.RFgridDataFrame | Class 'RFgridDataFrame'
hist.RFpointsDataFrame | Class 'RFpointsDataFrame'
hist.RFspatialGridDataFrame | Class "RFspatialGridDataFrame"
hist.RFspatialPointsDataFrame | Class "RFspatialPointsDataFrame"
hurst | Obsolete functions Version 2
Hyperplane | Hyperplane method
Hyperplanes | Hyperplane method
hypot | Transformation of coordinate systems

## -- I --

image-method | Class 'RMmodel'
InitGaussRF | Obsolete functions Version 2
InitMaxStableRF | Obsolete functions Version 2
InitSimulateRF | Obsolete functions Version 2
Intrinsic | Circulant Embedding methods
Inverse multiquadric | The Multiquadric Family Covariance Model on the Sphere

## -- J --

jss14 | Covariance models for multivariate and vector-valued fields

## -- K --

Kriging | Obsolete functions Version 2
kriging | Interpolation methods

## -- L --

lgamma | Transformation of coordinate systems
lgamma-method | Transformation of coordinate systems
lines-method | Class 'RMmodel'
lines.RMmodel | Class 'RMmodel'
log | Transformation of coordinate systems
log-method | Transformation of coordinate systems
log1p | Transformation of coordinate systems
log1p-method | Transformation of coordinate systems
log2 | Transformation of coordinate systems
log2-method | Transformation of coordinate systems
logLik.RFfit | Class 'RFfit'
logLik.RF_fit | Class 'RFfit'

## -- M --

M2 | (Mixed) Moving Maxima
M3 | (Mixed) Moving Maxima
maintainers.machine | Internal functions
MajorRevisions | Documentation of major changings
math.c | Transformation of coordinate systems
max | Transformation of coordinate systems
Maxstable | Simulation of Max-Stable Random Fields
maxstable | Simulation of Max-Stable Random Fields
maxstableAdvanced | Simulation examples of advanced Max-Stable Random Fields
MaxStableRF | Obsolete functions Version 2
min | Transformation of coordinate systems
mixed moving maxima | (Mixed) Moving Maxima
moving maxima | (Mixed) Moving Maxima
multiquadric family | The Multiquadric Family Covariance Model on the Sphere
Multivariate RMmodels | Multivariate models

## -- N --

new_coord_units | Documentation of some further changings
non-stationary | Non-stationary features of the models
non-stationary RMmodels | Non-stationary features of the models
Nonstationary RMmodels | Non-stationary features of the models
Nugget | Method to simulate the Nugget effect

## -- O --

Other models | Auxiliary and other Models

## -- P --

papers | Papers involving 'RandomFields' and co-authored by M. Schlather
persp-method | Class 'RFempVariog'
persp-method | Class 'RFfit'
persp-method | Class 'RMmodel'
persp-method | Methods for function 'plot' in package 'RandomFields'
plot-method | Class 'RFempVariog'
plot-method | Class 'RFfit'
plot-method | Class 'RMmodel'
plot-method | Methods for function 'plot' in package 'RandomFields'
plotWithCircles | Internal functions
points-method | Class 'RMmodel'
points.RMmodel | Class 'RMmodel'
Poisson spline | The Multiquadric Family Covariance Model on the Sphere
powered error function | Tail correlation function of the Brown-Resnick process
powered exponential | Stable Family / Powered Exponential Model
print-method | Class 'RFempVariog'
print-method | Class 'RFfit'
print-method | Class CLASS_FIT
print.crossvalidate | Fitting model parameters to spatial data (regionalised variables) and to linear (mixed) models
print.RFfit | Class 'RFfit'
print.RFgridDataFrame | Class 'RFgridDataFrame'
print.RFpointsDataFrame | Class 'RFpointsDataFrame'
print.RFratiotest | Likelihood ratio test
print.RFspatialGridDataFrame | Class "RFspatialGridDataFrame"
print.RFspatialPointsDataFrame | Class "RFspatialPointsDataFrame"
print.RF_empVariog | Class 'RFempVariog'
print.RF_fit | Class 'RFfit'
print.RMmodel | Class 'RMmodel'
print.RMmodelFit | Class CLASS_FIT
print.RMmodelgenerator | Class 'RMmodelgenerator'
print.RM_modelFit | Class CLASS_FIT
print.summary.crossvalidate | Fitting model parameters to spatial data (regionalised variables) and to linear (mixed) models
PrintModelList | Information about the implemented covariance models

## -- R --

R. | Transformation of coordinate systems
R.acos | Transformation of coordinate systems
R.acosh | Transformation of coordinate systems
R.asin | Transformation of coordinate systems
R.asinh | Transformation of coordinate systems
R.atan | Transformation of coordinate systems
R.atan2 | Transformation of coordinate systems
R.atanh | Transformation of coordinate systems
R.c | Transformation of coordinate systems
R.cbrt | Transformation of coordinate systems
R.ceil | Transformation of coordinate systems
R.const | Transformation of coordinate systems
R.cos | Transformation of coordinate systems
R.cosh | Transformation of coordinate systems
R.div | Transformation of coordinate systems
R.erf | Transformation of coordinate systems
R.erfc | Transformation of coordinate systems
R.exp | Transformation of coordinate systems
R.exp2 | Transformation of coordinate systems
R.expm1 | Transformation of coordinate systems
R.fabs | Transformation of coordinate systems
R.fdim | Transformation of coordinate systems
R.floor | Transformation of coordinate systems
R.fmax | Transformation of coordinate systems
R.fmin | Transformation of coordinate systems
R.fmod | Transformation of coordinate systems
R.gamma | Transformation of coordinate systems
R.hypot | Transformation of coordinate systems
R.ilogb | Transformation of coordinate systems
R.is | Transformation of coordinate systems
R.lat | Transformation of coordinate systems
R.lgamma | Transformation of coordinate systems
R.log | Transformation of coordinate systems
R.log1p | Transformation of coordinate systems
R.log2 | Transformation of coordinate systems
R.lon | Transformation of coordinate systems
R.minus | Transformation of coordinate systems
R.models | Transformation of coordinate systems
R.mult | Transformation of coordinate systems
R.nextafter | Transformation of coordinate systems
R.nexttoward | Transformation of coordinate systems
R.p | Transformation of coordinate systems
R.plus | Transformation of coordinate systems
R.pow | Transformation of coordinate systems
R.remainder | Transformation of coordinate systems
R.round | Transformation of coordinate systems
R.sin | Transformation of coordinate systems
R.sinh | Transformation of coordinate systems
R.sqrt | Transformation of coordinate systems
R.tan | Transformation of coordinate systems
R.tanh | Transformation of coordinate systems
R.trunc | Transformation of coordinate systems
RandomFields | Simulation and Analysis of Random Fields
range.RFgridDataFrame | Class 'RFgridDataFrame'
range.RFpointsDataFrame | Class 'RFpointsDataFrame'
range.RFspatialGridDataFrame | Class "RFspatialGridDataFrame"
range.RFspatialPointsDataFrame | Class "RFspatialPointsDataFrame"
RC | Constants used in RandomFields (RC constants)
RC_CARTESIAN_COORD | Constants used in RandomFields (RC constants)
RC_DOMAIN_NAMES | Constants used in RandomFields (RC constants)
RC_DOUBLEISOTROPIC | Constants used in RandomFields (RC constants)
RC_EARTH_COORDS | Constants used in RandomFields (RC constants)
RC_EARTH_ISOTROPIC | Constants used in RandomFields (RC constants)
RC_GNOMONIC_PROJ | Constants used in RandomFields (RC constants)
RC_ISOTROPIC | Constants used in RandomFields (RC constants)
RC_ISO_NAMES | Constants used in RandomFields (RC constants)
RC_LIKELIHOOD_NAMES | Constants used in RandomFields (RC constants)
RC_MONOTONE_NAMES | Constants used in RandomFields (RC constants)
RC_NLOPTR_NAMES | Constants used in RandomFields (RC constants)
RC_OPTIMISER_NAMES | Constants used in RandomFields (RC constants)
RC_ORTHOGRAPHIC_PROJ | Constants used in RandomFields (RC constants)
RC_SPACEISOTROPIC | Constants used in RandomFields (RC constants)
RC_SPHERICAL_COORDS | Constants used in RandomFields (RC constants)
RC_TYPE_NAMES | Constants used in RandomFields (RC constants)
RC_UNREDUCED | Constants used in RandomFields (RC constants)
residuals-method | Class 'RFfit'
RF | Evaluation operators (RF commands)
RFboxcox | Linear part of 'RMmodel'
RFcalc | Transformation of coordinate systems
RFcov | (Cross-)Covariance function
RFcovmatrix | Covariance matrix
RFcrossvalidate | Fitting model parameters to spatial data (regionalised variables) and to linear (mixed) models
RFcrossvalidate.default | Fitting model parameters to spatial data (regionalised variables) and to linear (mixed) models
RFdataFrame | Class 'RFsp'
RFdataFrame-class | Class 'RFsp'
RFddistr | Evaluating distribution families
RFdistr | Evaluating distribution families
RFearth2cartesian | Transformation of coordinate systems
RFearth2dist | Transformation of coordinate systems
RFempiricalcovariance | Obsolete functions Version 3
RFempiricalmadogram | Obsolete functions Version 3
RFempiricalvariogram | Obsolete functions Version 3
RFempVariog-class | Class 'RFempVariog'
RFfctn | Evaluate Covariance and Variogram Functions
RFfit | Fitting model parameters to spatial data (regionalised variables) and to linear (mixed) models
RFfit-class | Class 'RFfit'
RFfit.default | Fitting model parameters to spatial data (regionalised variables) and to linear (mixed) models
RFfitOptimiser | Optimisers for fitting model parameters to spatial data
RFfitoptimiser | Optimisers for fitting model parameters to spatial data
RFformula | RFformula - syntax to design random field models with trend or linear mixed models
RFformulaAdvanced | Advanced RFformula
RFfractaldim | RFfractaldimension
RFfunction | Evaluation operators (RF commands)
RFfunctions | Evaluation operators (RF commands)
rfGenerateConstants | Internal functions
rfGenerateMaths | Internal functions
rfGenerateModels | Internal functions
rfGenerateTest | Internal functions
RFgetMethodNames | Simulation Techniques
RFgetModel | Internally stored model
RFgetModelInfo | Information on RMmodels
RFgetModelInfo_model | Information on RMmodels
RFgetModelInfo_register | Information on RMmodels
RFgetModelNames | Names of implemented covariance and variogram models
RFgridDataFrame | Class 'RFgridDataFrame'
RFgridDataFrame-class | Class 'RFgridDataFrame'
RFgui | Graphical User Interface For Fitting Covariance Models And Variograms
RFhessian | Class 'RFfit'
RFhurst | Hurst coefficient
RFinterpolate | Interpolation methods
RFlikelihood | Likelihood and estimation of linear models
RFlinearpart | Linear part of 'RMmodel'
RFloglikelihood | Likelihood and estimation of linear models
RFmadogram | Empirical (Cross-)Madogram
RFmodel | Evaluation operators (RF commands)
RFmodels | Evaluation operators (RF commands)
RFoldstyle | RFoldstyle
RFOPTIONS | Setting control arguments
RFoptions | Setting control arguments
RFoptionsAdvanced | Setting control arguments of 'RandomFields' - advanced examples
RFpar | Graphical parameters for plots
RFparameters | Obsolete functions Version 2
RFpdistr | Evaluating distribution families
RFplotEmpVariogram | Class 'RFempVariog'
RFplotModel | Class 'RMmodel'
RFplotSimulation | Methods for function 'plot' in package 'RandomFields'
RFplotSimulation1D | Methods for function 'plot' in package 'RandomFields'
RFpointsDataFrame | Class 'RFpointsDataFrame'
RFpointsDataFrame-class | Class 'RFpointsDataFrame'
RFpseudomadogram | Empirical Pseudomadogram
RFpseudovariogram | Pseudovariogram
RFqdistr | Evaluating distribution families
RFratiotest | Likelihood ratio test
RFrdistr | Evaluating distribution families
RFsimulate | Simulation of Random Fields
RFsimulate.more.examples | Further Examples for the Simulation of Random Fields
RFsimulate.sophisticated.examples | Sophisticated Examples for the Simulation of Random Fields
RFsimulateAdvanced | Simulation of Random Fields - Advanced
RFsp-class | Class 'RFsp'
RFspatialDataFrame | Class 'RFsp'
RFspatialDataFrame-class | Class 'RFsp'
RFspatialGridDataFrame | Class "RFspatialGridDataFrame"
RFspatialGridDataFrame-class | Class "RFspatialGridDataFrame"
RFspatialPointsDataFrame | Class "RFspatialPointsDataFrame"
RFspatialPointsDataFrame-class | Class "RFspatialPointsDataFrame"
RFspDataFrame2conventional | Class 'RFsp'
RFspDataFrame2conventional-method | Class 'RFgridDataFrame'
RFspDataFrame2conventional-method | Class 'RFpointsDataFrame'
RFspDataFrame2conventional-method | Class 'RFsp'
RFspDataFrame2conventional-method | Class "RFspatialGridDataFrame"
RFspDataFrame2conventional-method | Class "RFspatialPointsDataFrame"
RFspDataFrame2dataArray | Class 'RFsp'
RFspDataFrame2dataArray-method | Class 'RFgridDataFrame'
RFspDataFrame2dataArray-method | Class 'RFsp'
RFspDataFrame2dataArray-method | Class "RFspatialGridDataFrame"
RFvariogram | Empirical (Cross-)Variogram
RF_fit-class | Class 'RFfit'
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 processes
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
RMbiwendland | Gneiting-Wendland Covariance Models
RMbiwm | Full Bivariate Whittle Matern Model
RMblend | Scale model for a few areas of different scales and/or differentiabilities
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
RMcardinalsine | Wave Covariance Model / Cardinal Sine
RMcauchy | Cauchy Family Covariance Model
RMcauchytbm | Modifications of the Cauchy Family Covariance Model
RMchoquet | Schoenberg's representation for the classes psi_d and psi_{Inf} in d=2
RMcircular | Circular Covariance Model
RMconstant | Covariance Matrix Constant in Space
RMcov | Non-stationary covariance model corresponding to a variogram model
RMcovariate | Model for covariates
RMCOV_X | Non-stationary covariance model corresponding to a variogram model
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
RMetaxxa | Special models for rotation like fields
RMexp | Exponential Covariance Model
RMexponential | Exponential operator
RMfbm | Variogram Model of Fractal Brownian Motion
RMfixcov | Fixed Covariance Matrix
RMfixed | Fixed Effect Model
RMflatpower | Variogram Model Similar to Fractal Brownian Motion
RMformula | RFformula - syntax to design random field models with trend or linear mixed models
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
RMhandcock | Whittle-Matern Covariance Model
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
RMjbessel | Bessel Family Covariance Model
RMkbessel | Whittle-Matern Covariance Model
RMkolmogorov | Identical Model
RMlgd | Local-Global Distinguisher Family Covariance Model
RMlsfbm | Locally Positive Definite Function Given by the Fractal Brownian Motion
RMm2r | Tail correlation function of the Brown-Resnick process
RMm3b | Tail correlation function of the Brown-Resnick process
RMma | Ma operator
RMmastein | Ma-Stein operator
RMmatern | Whittle-Matern Covariance Model
RMmatrix | Matrix operator
RMmixed | Internal models
RMmodel | Covariance and Variogram Models in 'RandomFields' (RM commands)
RMmodel-class | Class 'RMmodel'
RMmodelFit-class | Class CLASS_FIT
RMmodelgenerator-class | Class 'RMmodelgenerator'
RMmodels | Covariance and Variogram Models in 'RandomFields' (RM commands)
RMmodelsAdvanced | Advanced features of the models
RMmodelsAuxiliary | Auxiliary and other Models
RMmodelsMultivariate | Multivariate models
RMmodelsNonstationary | Non-stationary features of the models
RMmodelsSpaceTime | Space-time Covariance 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
RMmps | Tail correlation function of the Brown-Resnick process
RMmqam | multivariate quasi-arithmetic mean
RMmult | Multiplication of Random Field Models
RMmultiquad | The Multiquadric Family Covariance Model on the Sphere
RMmult_inverse | Internal models
RMnatsc | Natural scale
RMnonstwm | Non-stationary Whittle-Matern Covariance Model
RMnsst | Non-Separable Space-Time model
RMnugget | Nugget Effect Covariance Model
RMnull | Internal models
RMparswm | Parsimonious Multivariate Whittle Matern Model
RMparswmX | Parsimonious Multivariate Whittle Matern Model
RMpenta | Penta Covariance Model
RMplus | Addition of Random Field Models
RMpolygon | RMpolygon
RMpolynome | Creating polynomial models
RMpower | Power operator for Variograms and Covariance functions
RMpoweredexp | Stable Family / Powered Exponential Model
RMpoweredexponential | Stable Family / Powered Exponential Model
RMprod | Plain scalar product
RMptsGivenShape | Internal models
RMqam | Quasi-arithmetic mean
RMqexp | Variant of the exponential model
RMr3binner | Internal models
RMrational | Rational function
RMrotat | Rotation matrices
RMrotation | 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
RMselect | Internal models
RMsetparam | Internal models
RMshape.ave | Internal models
RMshape.stp | Internal models
RMsign | Random sign
RMsinepower | The Sinepower Covariance Model on the Sphere
RMspheric | The Spherical Covariance Model
RMSpower | Internal models
RMstable | Stable Family / Powered Exponential Model
RMstandardShape | Internal models
RMstatShape | Internal models
RMstein | Stein's non-separable space-time model
RMstp | Single temporal process
RMstrokorb | Tail correlation function of the Brown-Resnick process
RMstrokorbBall | Obsolete functions Version 3
RMstrokorbMono | Obsolete functions Version 3
RMstrokorbPoly | Obsolete functions Version 3
RMsum | Plain scalar product
RMtbm | Turning Bands Method
RMtent | Askey model
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
RMwendland | Gneiting-Wendland Covariance Models
RMwhittle | Whittle-Matern Covariance Model
RM_COVARIATE | Model for covariates
RM_DECLARE | Declaration of dummy variables for statistical inference
RM_DEFAULT | Internal functions
RM_DISTR | Definition of Distribution Families
RM_modelFit-class | Class CLASS_FIT
RM_MULT | Multiplication of Random Field Models
RM_NUGGET | Nugget Effect Covariance Model
RM_PLUS | Addition of Random Field Models
RM_TREND | Trend Model
RM_USER | User-Defined Function
RO# | Internal models
RO> | Internal models
ROmissing | Internal models
round | Transformation of coordinate systems
round-method | Transformation of coordinate systems
RP | Models for classes of random fields (RP commands)
RPaverage | Random coin method
RPbernoulli | Simulation of Binary Random Fields
RPbrmixed | Simulation methods for Brown-Resnick processes
RPbrorig | Simulation methods for Brown-Resnick processes
RPbrownresnick | Brown-Resnick process
RPbrshifted | Simulation methods for Brown-Resnick processes
RPchi2 | Simulation of Chi2 Random Fields
RPcirculant | Circulant Embedding methods
RPcoins | Random coin method
RPcutoff | Circulant Embedding methods
RPdirect | Methods relying on square roots of the covariance matrix
RPgauss | Simulation of Gaussian Random Fields
RPhyperplane | Hyperplane method
RPintrinsic | Circulant Embedding methods
RPloggaussnormed | Simulation methods for Brown-Resnick processes
RPmaxstable | Simulation of Max-Stable Random Fields
RPmaxstableAdvanced | Simulation examples of advanced Max-Stable Random Fields
RPmodel | Models for classes of random fields (RP commands)
RPmodels | Models for classes of random fields (RP commands)
RPmppplus | Internal models
RPmult | Internal models
RPnugget | Method to simulate the Nugget effect
RPopitz | Extremal t process
RPplus | Internal models
RPpoisson | Simulation of Poisson Random Fields
RPprocess | Models for classes of random fields (RP commands)
RPprocesses | Models for classes of random fields (RP commands)
RPS | Internal models
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
RPtrend | Internal models
RR | Distribution families (RR commands)
RRarcsqrt | Internal models
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
RRmodel | Distribution families (RR commands)
RRmodels | Distribution families (RR commands)
RRrectangular | Random scaling used with balls
RRsetDistr | Internal models
RRsign | Random sign
RRspheric | Random scaling used with balls
RRunif | Uniform Distribution in Higher Dimensions

## -- S --

S02 | Models for stationary max-stable random fields
S10 | On some covariance models based on normal scale mixtures
SBS14 | Systematic co-occurrence of tail correlation functions among max-stable processes
Schoenberg's representation | Schoenberg's representation for the classes psi_d and psi_{Inf} in d=2
ScreenDevice | Internal functions
Sequential | Methods relying on square roots of the covariance matrix
show-method | Class 'RFempVariog'
show-method | Class 'RFfit'
show-method | Class 'RFgridDataFrame'
show-method | Class 'RFpointsDataFrame'
show-method | Class "RFspatialGridDataFrame"
show-method | Class "RFspatialPointsDataFrame"
show-method | Class 'RMmodel'
show-method | Class CLASS_FIT
show-method | Class 'RMmodelgenerator'
showManpages | Internal functions
sin | Transformation of coordinate systems
sin-method | Transformation of coordinate systems
sine power function | The Sinepower Covariance Model on the Sphere
sinh | Transformation of coordinate systems
sinh-method | Transformation of coordinate systems
Sobolev | Whittle-Matern Covariance Model
soil | Soil data of North Bavaria, Germany
sp2RF | Transformation of an 'sp' object to an 'RFsp' object
space-time | Space-time Covariance Models
Specific | Methods that are specific to certain covariance models
Spectral | Spectral turning bands method
sphere | Covariance models valid on a sphere
Spherical models | Covariance models valid on a sphere
spherical models | Covariance models valid on a sphere
sqrt | Transformation of coordinate systems
sqrt-method | Transformation of coordinate systems
SS12 | Covariance Models for Random Vector Fields
StartExample | Internal functions
str.RMmodel | Class 'RMmodel'
summary,RFfit-methodt | Class 'RFfit'
summary-method | Class 'RFempVariog'
summary-method | Class 'RFfit'
summary-method | Class 'RFsp'
summary-method | Class CLASS_FIT
summary.crossvalidate | Fitting model parameters to spatial data (regionalised variables) and to linear (mixed) models
summary.RF_empVariog | Class 'RFempVariog'
summary.RF_fit | Class 'RFfit'
summary.RM_modelFit | Class CLASS_FIT

## -- T --

Tail correlation functions | Covariance models valid for max-stable random fields
tail correlation functions | Covariance models valid for max-stable random fields
tan | Transformation of coordinate systems
tan-method | Transformation of coordinate systems
tanh | Transformation of coordinate systems
tanh-method | Transformation of coordinate systems
Tbm | Turning Bands method
tbmdim | Documentation of some further changings
tcf | Covariance models valid for max-stable random fields
trend | Trend Model
trend modelling | Trend Modelling
trunc | Transformation of coordinate systems
trunc-method | Transformation of coordinate systems
truncated power function | Askey model

## -- V --

variab_units | Documentation of some further changings
variance-method | Class 'RFgridDataFrame'
variance-method | Class 'RFpointsDataFrame'
variance-method | Class 'RFsp'
variance-method | Class "RFspatialGridDataFrame"
variance-method | Class "RFspatialPointsDataFrame"
Variogram | Obsolete functions Version 2

## -- W --

weather | Pressure and temperature forecast errors over the Pacific Northwest
whittle-matern | Whittle-Matern Covariance Model

## -- Z --

zenit | Coordinate systems

## -- misc --

%% | Transformation of coordinate systems
%%-method | Transformation of coordinate systems
* | Multiplication of Random Field Models
*-method | Transformation of coordinate systems
*-method | Class 'RMmodel'
+ | Addition of Random Field Models
++ | Mixture of shape functions
+-method | Transformation of coordinate systems
+-method | Class 'RMmodel'
- | Transformation of coordinate systems
--method | Transformation of coordinate systems
--method | Class 'RMmodel'
.RFfit | Class 'RFfit'
.RF_fit | Class 'RFfit'
/ | Transformation of coordinate systems
/-method | Transformation of coordinate systems
/-method | Class 'RMmodel'
[-method | Class 'RFfit'
[-method | Class 'RFgridDataFrame'
[-method | Class 'RFpointsDataFrame'
[-method | Class 'RFsp'
[-method | Class "RFspatialGridDataFrame"
[-method | Class "RFspatialPointsDataFrame"
[-method | Class 'RMmodel'
[-method | Covariance and Variogram Models in 'RandomFields' (RM commands)
[-method | Class CLASS_FIT
[-method | Class 'RMmodelgenerator'
[<--method | Class 'RFgridDataFrame'
[<--method | Class 'RFpointsDataFrame'
[<--method | Class 'RFsp'
[<--method | Class "RFspatialGridDataFrame"
[<--method | Class "RFspatialPointsDataFrame"
[<--method | Class 'RMmodel'
[<--method | Covariance and Variogram Models in 'RandomFields' (RM commands)
[<--method | Class CLASS_FIT
[<--method | Class 'RMmodelgenerator'
^ | Transformation of coordinate systems
^-method | Transformation of coordinate systems
^-method | Class 'RMmodel'