Composite-likelihood based Analysis of Random Fields


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Documentation for package ‘CompRandFld’ version 1.0.0

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CheckCorrModel Check of the Correlation Model
CheckInput Checks the Inserted Input
CheckLikelihood Check of the type of Composite-likelihood
CheckModel Check of the type of Random Field
CheckType Check of the type of likelihood objects
CheckVarType Check of the method for the computation of the estimates' variances
CompLikelihood Optimizes the Composite log-likelihood
CorrelationParam Lists the Parameters of a Correlation Model
Covariogram Computes covariance, variogram and extremal coefficient functions
Dist2Dist Switches from an EV to Another EV Distribution
EVariogram Empirical Variogram of Gaussian and Max-Stable Random Fields
FitComposite Max-Likelihood Fitting of Gaussian, Binary and Max-Stable Random Fields
FitGev Max-likelihood Fitting of the GEV Distribution
GevLogLik Log-Likelihood of the GEV Distribution
InitParam Initializes the Parameters for the Fitting Procedures
Likelihood Optimizes the Log Likelihood
MomEst Estimation of the GEV parameters by the Method of Moments
NuisanceParam Lists the Nuisance Parameters of a Random Field
print.FitComposite Max-Likelihood Fitting of Gaussian, Binary and Max-Stable Random Fields
print.WLS WLS of Gaussian and Max-Stable Random Fields
WLeastSquare WLS of Gaussian and Max-Stable Random Fields
WlsInit Computes Starting Values based on Weighted Least Squares