Composite-Likelihood Based Analysis of Random Fields


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Documentation for package ‘CompRandFld’ version 1.0.3-6

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CheckCorrModel Checking Correlation Model
CheckInput Checking Input
CheckLikelihood Checking Composite-likelihood Type
CheckModel Checking Random Field type
CheckType Checking Likelihood Objects
CheckVarType Checking Variance Estimates Type
CompLikelihood Optimizes the Composite log-likelihood
CorrelationParam Lists the Parameters of a Correlation Model
Covariogram Computes covariance, variogram and extremal coefficient functions
Covmatrix Spatio-temporal (tapered) Covariance Matrix
Dist2Dist Switches from an EV to Another EV Distribution
EVariogram Empirical Variogram(variants) of Gaussian, Binary and Max-Stable Fields
FitComposite Max-Likelihood-Based Fitting of Gaussian, Binary and Max-Stable Fields
FitGev Max-likelihood Fitting of the GEV Distribution
GevLogLik Log-Likelihood of the GEV Distribution
HypoTest Statistical Hypothesis Tests for Nested Models
InitParam Initializes the Parameters for Estimation Procedures
Kri Spatial and spatio temporal simple and ordinary (tapered) kriging
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-Based Fitting of Gaussian, Binary and Max-Stable Fields
print.RFsim Simulation of Gaussian, Binary and Max-stable Random Fields
print.WLS WLS of Gaussian and Max-Stable Random Fields
RFsim Simulation of Gaussian, Binary and Max-stable Random Fields
us.coords Gauging Stations of the Annual Maximum Rainfalls in U.S.
usrain Annual Maximum Rainfalls in U.S.
winds Irish Daily Wind Speeds
winds.coords Weather Stations of the Irish Daily Wind Speeds
WLeastSquare WLS of Gaussian and Max-Stable Random Fields
WlsInit Computes Starting Values based on Weighted Least Squares