Analysis of Geostatistical Count Data using Gaussian Copulas

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Documentation for package ‘gcKrig’ version 1.0.2

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AtlanticFish Dataset of Mid-Atlantic Highlands Fish
beta.gc1 The Beta Marginal of Class 'marginal.gc1'
binomial.gc1 The Binomial Marginal of Class 'marginal.gc1'
binomial.gc2 Marginals for Likelihood Inference and Prediction in Gaussian Copula Models for Geostatistical Count Data
corr.gc1 Spatial Correlation Functions for Simulating Geostatistical Data from Gaussian Copula Models
corr.gc2 Spatial Correlation Functions for Likelihood Inference and Spatial Prediction in Gaussian Copula Models
corrTG Compute the Correlation in Transformed Gaussian Random Fields
FHUBdiscrete Compute the Frechet Hoeffding Upper Bound for Given Discrete Marginal Distributions
gaussian.gc1 The Gaussian Marginal of Class 'marginal.gc1'
gm.gc1 The Gamma Marginal of Class 'marginal.gc1'
LansingTrees Locations and Botanical Classification of Trees in Lansing Woods
marginal.gc1 Marginals for Simulating Geostatistical Data from Gaussian Copula Models and Correlation Matching for Trans-Gaussian Random Field (NORTA)
marginal.gc2 Marginals for Likelihood Inference and Prediction in Gaussian Copula Models for Geostatistical Count Data
matern.gc1 The Matern Correlation Function of Class 'corr.gc1'
matern.gc2 The Matern Correlation Function of Class 'corr.gc2'
mlegc Maximum Likelihood Estimation in Gaussian Copula Models for Geostatistical Count Data
mvnintGHK Computing Multivariate Normal Rectangle Probability
negbin.gc1 The Negative Binomial Marginal of Class 'marginal.gc1'
negbin.gc2 Marginals for Likelihood Inference and Prediction in Gaussian Copula Models for Geostatistical Count Data
OilWell Location of Successful and Dry Wells
plot.mlegc Plot Geostatistical Data and Fitted Mean
plot.predgc Plot Geostatistical Data at Sampling and Prediction Locations
plot.simgc Plot Geostatistical Data Simulated From Gaussian Copula
plotgc Plot Geostatistical Count Data
poisson.gc1 The Poisson Marginal of Class 'marginal.gc1'
poisson.gc2 Marginals for Likelihood Inference and Prediction in Gaussian Copula Models for Geostatistical Count Data
powerexp.gc1 The Powered Exponential Correlation Function of Class 'corr.gc1'
powerexp.gc2 The Powered Exponential Correlation Function of Class 'corr.gc2'
predgc Prediction at Unobserved Locations in Gaussian Copula Models for Geostatistical Count Data
print.mlegc Methods for Extracting Information from Fitted Object of Class 'mlegc'
print.summary.mlegc Methods for Extracting Information from Fitted Object of Class 'mlegc'
profile.mlegc Profile Likelihood Based Confidence Interval of Parameters for Gaussian Copula Models in Geostatistical Count Data
simgc Simulate Geostatistical Data from Gaussian Copula Model at Given Locations
spherical.gc1 The Spherical Correlation Function of Class 'corr.gc1'
spherical.gc2 The Spherical Correlation Function of Class 'corr.gc2'
summary.mlegc Methods for Extracting Information from Fitted Object of Class 'mlegc'
summary.predgc Methods for Extracting Information from Fitted Object of Class 'predgc'
vcov.mlegc Covariance Matrix of the Maximum Likelihood Estimates
Weed95 Counts of Weed Plants on a Field
weibull.gc1 The Weibull Marginal of Class 'marginal.gc1'
zip.gc1 The Zero-inflated Poisson Marginal of Class 'marginal.gc1'
zip.gc2 Marginals for Likelihood Inference and Prediction in Gaussian Copula Models for Geostatistical Count Data