Analysis of Geostatistical Count Data using Gaussian Copulas

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Documentation for package ‘gcKrig’ version 1.1.8

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AtlanticFish Dataset of Mid-Atlantic Highlands Fish
beta.gc The Beta Marginal of Class 'marginal.gc'
binomial.gc The Binomial Marginal of Class 'marginal.gc'
corr.gc Spatial Correlation Functions for Simulation, Likelihood Inference and Spatial Prediction in Gaussian Copula Models with Geostatistical Count Data
corrTG Compute the Correlation in Transformed Gaussian Random Fields
FHUBdiscrete Compute the Frechet Hoeffding Upper Bound for Given Discrete Marginal Distributions
gaussian.gc The Gaussian Marginal of Class 'marginal.gc'
gm.gc The Gamma Marginal of Class 'marginal.gc'
LansingTrees Locations and Botanical Classification of Trees in Lansing Woods
marginal.gc Marginals for Data Simulation, Correlation Assessment, Likelihood Inference and Spatial Prediction in Gaussian Copula Models for Geostatistical Data
matern.gc The Matern Correlation Function of Class 'corr.gc'
mlegc Maximum Likelihood Estimation in Gaussian Copula Models for Geostatistical Count Data
mvnintGHK Computing Multivariate Normal Rectangle Probability
negbin.gc The Negative Binomial Marginal of Class 'marginal.gc'
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.gc The Poisson Marginal of Class 'marginal.gc'
powerexp.gc The Powered Exponential Correlation Function of Class 'corr.gc'
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.gc The Spherical Correlation Function of Class 'corr.gc'
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.gc The Weibull Marginal of Class 'marginal.gc'
zip.gc The Zero-inflated Poisson Marginal of Class 'marginal.gc'