Composite-likelihood based Analysis of Random Fields


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Documentation for package ‘CompRandFld’ version 0.2

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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
CompLikelihood Computation of the Composite-likelihood
CorrelationFct Computation of the Correlation function
CorrelationParam Lists the Parameters of the Correlation function
Covariogram Computation of the covariance function and the variogram
DetectParam Identification of the Parameters of the Correlation function
FitComposite Maximum Composite-likelihood Fitting of Random Fields
InitParam Initialization of the Fitting Procedures
Likelihood Computation of the likelihood
LogNormDen Computation of the multivariate log-normal density
OptimCompLik Optimization of the Composite log-likelihood
OptimLik Optimization of the log-likelihood
print.FitComposite Maximum Composite-likelihood Fitting of Random Fields
print.WLS Weighted Least Square Estimation of Random Fields
SetRangeParam Identification of the Parameters' Range
WLeastSquare Weighted Least Square Estimation of Random Fields
Wls Computation of the Weighted Least Squares
WlsInit Computation of Starting Values based on Weighted Least Squares