Composite-likelihood based Analysis of Random Fields


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Documentation for package ‘CompRandFld’ version 0.9

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CheckCorrModel Check of the Correlation Model
CheckInput Check of the input
CheckLikelihood Check of the type of Composite-likelihood
CheckModel Check of the type of Random Field
CheckParam Check of the Parameters
CheckParamRange Check of the Parameters' Ranges
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
CorrelationFct Computes the Correlation function
CorrelationParam Lists the Parameters of the Correlation function
Covariogram Computes (and Plots) the covariance function and the variogram
DetectParam Identifies the Parameters of the Correlation function
Dist2Dist Switches from an Extreme Value Distribution to Another Extreme Value Distribution
EVariogram Empirical Estimation of the Variogram for Gaussian and Max-Stable Random Fields
FitComposite Maximum Weighted Composite-likelihood Fitting of Gaussian Random Fields
FitGev Maximum-likelihood Fitting of the Generalized Extreme Value Distribution
GevLogLik Log-Likelihood of the Generalized Extreme Value Distribution
InitParam Initializes of the Fitting Procedures
Likelihood Optimizes of the log-likelihood
LogNormDen Computes the multivariate log-normal density
MomEst Moment Estimator of the Extreme Value Distribution's parameters
print.FitComposite Maximum Weighted Composite-likelihood Fitting of Gaussian Random Fields
print.WLS Weighted Least Square Estimation of Random Fields
SetRangeParam Identifies the Parameters' Range
WLeastSquare Weighted Least Square Estimation of Random Fields
WlsInit Computes Starting Values based on Weighted Least Squares