Simulation and Analysis of Random Fields

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Documentation for package ‘RandomFields’ version 3.3.14

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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'