# Analysis of Geostatistical Count Data using Gaussian Copulas

## Documentation for package ‘gcKrig’ version 1.1.7

- DESCRIPTION file.

## Help Pages

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'