Analysis of Geostatistical Data


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Documentation for package ‘geoR’ version 1.9-4

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A B C D E F G H I J K L M N O P R S T V W X Z misc

-- A --

as.data.frame.geodata Converts an Object to the Class "geodata"
as.geodata Converts an Object to the Class "geodata"
as.geodata.default Converts an Object to the Class "geodata"
as.geodata.geodata.frame Converts an Object to the Class "geodata"
as.geodata.SpatialPointsDataFrame Converts an Object to the Class "geodata"

-- B --

boot.variofit Envelops for Empirical Variograms Based on Model Parameters
boxcox.geodata Box-Cox transformation for geodata objects
boxcoxfit Parameter Estimation for the Box-Cox Transformation

-- C --

ca20 Calcium content in soil samples
camg Calcium and magnesium content in soil samples
check.parameters.values Likelihood Based Parameter Estimation for Gaussian Random Fields
contour.grf Image, Contour or Perspective Plot of Simulated Gaussian Random Field
contour.krige.bayes Plots Results of the Predictive Distribution
contour.kriging Image or Perspective Plot with Kriging Results
coords.aniso Geometric Anisotropy Correction
coords2coords Operations on Coordinates
cov.spatial Computes Value of the Covariance Function

-- D --

dboxcox The Box-Cox Transformed Normal Distribution
diffpairs Wrappers for the C functions used in geoR
dinvchisq The (Scaled) Inverse Chi-Squared Distribution
distdiag Defunct Functions in the Package geoR
dup.coords Locates duplicated coordinates
dup.coords.default Locates duplicated coordinates
dup.coords.geodata Locates duplicated coordinates
duplicated.geodata Locates duplicated coordinates

-- E --

elevation Surface Elevations
eyefit Interactive Variogram Estimation

-- F --

fitted.likGRF Likelihood Based Parameter Estimation for Gaussian Random Fields

-- G --

gambia Gambia Malaria Data
gambia.borders Gambia Malaria Data
gambia.map Gambia Malaria Data
geodata Converts an Object to the Class "geodata"
geoRCovModels Computes Value of the Covariance Function
geoRdefunct Defunct Functions in the Package geoR
globalvar Computes global variance
grf Simulation of Gaussian Random Fields
grfclass Simulation of Gaussian Random Fields

-- H --

head Head observations in a regional confined aquifer
hist.krige.bayes Plots Sample from Posterior Distributions
hoef Data for spatial analysis of experiments

-- I --

image.grf Image, Contour or Perspective Plot of Simulated Gaussian Random Field
image.krige.bayes Plots Results of the Predictive Distribution
image.kriging Image or Perspective Plot with Kriging Results
is.geodata Converts an Object to the Class "geodata"
isaaks Data from Isaaks and Srisvastava's book

-- J --

jitter2d Jitters (duplicated) coordinates.
jitterDupCoords Jitters (duplicated) coordinates.
jitterDupCoords.default Jitters (duplicated) coordinates.
jitterDupCoords.geodata Jitters (duplicated) coordinates.

-- K --

kattegat Kattegat basin salinity data
krige.bayes Bayesian Analysis for Gaussian Geostatistical Models
krige.control Spatial Prediction - Conventional Kriging
krige.conv Spatial Prediction - Conventional Kriging
krweights Computes kriging weights
Ksat Saturated Hydraulic Conductivity
ksline Spatial Prediction - Conventional Kriging

-- L --

landim1 Data from Landim's book
legend.krige Add a legend to a image with kriging results
likfit Likelihood Based Parameter Estimation for Gaussian Random Fields
likfit.limits Likelihood Based Parameter Estimation for Gaussian Random Fields
likfit.nospatial Defunct Functions in the Package geoR
likfit.old Defunct Functions in the Package geoR
likfitBGCCM Fits the bivariate Gaussian common component geostatistical model
lines.boxcoxfit Parameter Estimation for the Box-Cox Transformation
lines.eyefit Interactive Variogram Estimation
lines.grf Simulation of Gaussian Random Fields
lines.variogram Line with a Empirical Variogram
lines.variogram.envelope Adds Envelopes Lines to a Variogram Plot
lines.variomodel Adds a Line with a Variogram Model to a Variogram Plot
lines.variomodel.default Adds a Line with a Variogram Model to a Variogram Plot
lines.variomodel.grf Lines with True Variogram for Simulated Data
lines.variomodel.krige.bayes Adds a Bayesian Estimate of the Variogram to a Plot
lines.variomodel.likGRF Adds a Variogram Line to a Variogram Plot
lines.variomodel.variofit Adds a Line with a Fitted Variogram Model to a Variogram Plot
locations.inside Select prediction locations inside borders
loccoords Wrappers for the C functions used in geoR
loglik.GRF Log-Likelihood for a Gaussian Random Field
logLik.likGRF Likelihood Based Parameter Estimation for Gaussian Random Fields
loglik.spatial Defunct Functions in the Package geoR
loglikBGCCM Fits the bivariate Gaussian common component geostatistical model

-- M --

maijun Rainfall Data from Parana State, Brasil
matern Computer Values of the Matern Correlation Function
model.control Bayesian Analysis for Gaussian Geostatistical Models

-- N --

names.geodata Lists names of the key elements of a geodata object
nearloc Near location to a point

-- O --

olsfit Defunct Functions in the Package geoR
output.control Defines output options for prediction functions

-- P --

parana Rainfall Data from Parana State, Brasil
pars.limits Set limits for the parameter values
persp.grf Image, Contour or Perspective Plot of Simulated Gaussian Random Field
persp.krige.bayes Plots Results of the Predictive Distribution
persp.kriging Image or Perspective Plot with Kriging Results
plot.1d Image or Perspective Plot with Kriging Results
plot.boxcoxfit Parameter Estimation for the Box-Cox Transformation
plot.eyefit Interactive Variogram Estimation
plot.geodata Exploratory Geostatistical Plots
plot.grf Plots Variograms for Simulated Data
plot.krige.bayes Plots Prior and/or Posterior Distributions
plot.proflik Plots Profile Likelihoods
plot.variog4 Plot Directional Variograms
plot.variogram Plot Empirical Variogram
plot.xvalid Plot Cross-Validation Results
points.geodata Plots Spatial Locations and Data Values
polygrid Coordinates of Points Inside a Polygon
post2prior Bayesian Analysis for Gaussian Geostatistical Models
practicalRange Pratical range for correlation functions
predict.BGCCM Prediction for the bivariate Gaussian common component geostatistical model
pred_grid Generates a 2D Prediction Grid
print.BGCCM Prints an summary of of the output from likfitBGCCM.
print.boxcoxfit Parameter Estimation for the Box-Cox Transformation
print.eyefit Interactive Variogram Estimation
print.krige.bayes Bayesian Analysis for Gaussian Geostatistical Models
print.likGRF Summarizes Parameter Estimation Results for Gaussian Random Fields
print.posterior.krige.bayes Bayesian Analysis for Gaussian Geostatistical Models
print.summary.eyefit Interactive Variogram Estimation
print.summary.geodata Summaries for geodata object
print.summary.likGRF Summarizes Parameter Estimation Results for Gaussian Random Fields
print.summary.variofit Summarize Results of Variogram Estimation
print.summary.xvalid Cross-validation by kriging
print.variofit Summarize Results of Variogram Estimation
prior.control Bayesian Analysis for Gaussian Geostatistical Models
proflik Computes Profile Likelihoods

-- R --

rboxcox The Box-Cox Transformed Normal Distribution
read.geodata Reads and Converts Data to geoR Format
rect.coords Operations on Coordinates
resid.likGRF Likelihood Based Parameter Estimation for Gaussian Random Fields
residuals.likGRF Likelihood Based Parameter Estimation for Gaussian Random Fields
rinvchisq The (Scaled) Inverse Chi-Squared Distribution
rongelap Radionuclide Concentrations on Rongelap Island

-- S --

s100 Simulated Data-Sets which Illustrate the Usage of the Package geoR
s121 Simulated Data-Sets which Illustrate the Usage of the Package geoR
s256i Simulated Data-Set which Illustrate the Usage of krige.bayes
sample.geodata Sampling from geodata objects
sample.posterior Samples from the posterior distribution
sample.prior Sample the prior distribution
set.coords.lims Sets Limits to Scale Plots
SIC Spatial Interpolation Comparison data
sic Spatial Interpolation Comparison data
sic.100 Spatial Interpolation Comparison data
sic.367 Spatial Interpolation Comparison data
sic.all Spatial Interpolation Comparison data
sic.borders Spatial Interpolation Comparison data
sic.some Spatial Interpolation Comparison data
soil250 Soil chemistry properties data set
soja98 Soya bean production and other variables in a uniformity trial
statistics.predictive Summary statistics from predictive distributions
subarea Selects a Subarea from a Geodata Object
subset.geodata Method for subsetting geodata objects
summary.eyefit Interactive Variogram Estimation
summary.geodata Summaries for geodata object
summary.likGRF Summarizes Parameter Estimation Results for Gaussian Random Fields
summary.variofit Summarize Results of Variogram Estimation
summary.xvalid Cross-validation by kriging

-- T --

tce TCE concentrations in groundwater in a vertical cross section
trend.spatial Builds the Trend Matrix

-- V --

varcov.spatial Computes Covariance Matrix and Related Results
varcovBGCCM Covariance matrix for the bivariate Gaussian common component geostatistical model
variofit Variogram Based Parameter Estimation
variog Compute Empirical Variograms
variog.mc.env Envelops for Empirical Variograms Based on Permutation
variog.model.env Envelops for Empirical Variograms Based on Model Parameters
variog4 Computes Directional Variograms

-- W --

wlsfit Defunct Functions in the Package geoR
wo Kriging example data from Webster and Oliver
wolf Wolfcamp Aquifer Data
wolfcamp Wolfcamp Aquifer Data
wrappers Wrappers for the C functions used in geoR
wrc Points of a water retention curve data set

-- X --

xvalid Cross-validation by kriging

-- Z --

zoom.coords Operations on Coordinates
zoom.coords.default Operations on Coordinates
zoom.coords.geodata Operations on Coordinates

-- misc --

.bilinearformXAY Wrappers for the C functions used in geoR
.Ccor.spatial Wrappers for the C functions used in geoR
.check.cov.model Computes Value of the Covariance Function
.cor.number Computes Value of the Covariance Function
.corr.diaglowertri Wrappers for the C functions used in geoR
.cov012.model Covariance matrix for the bivariate Gaussian common component geostatistical model
.define.bins Compute Empirical Variograms
.diagquadraticformXAX Wrappers for the C functions used in geoR
.dist12 Covariance matrix for the bivariate Gaussian common component geostatistical model
.geoR_fullGrid Image, Contour or Perspective Plot of Simulated Gaussian Random Field
.grf.aux1 Simulation of Gaussian Random Fields
.ksline.aux.1 Spatial Prediction - Conventional Kriging
.loss.vario Variogram Based Parameter Estimation
.naiveLL.BGCCM Fits the bivariate Gaussian common component geostatistical model
.negloglik.boxcox Parameter Estimation for the Box-Cox Transformation
.negloglik.GRF Likelihood Based Parameter Estimation for Gaussian Random Fields
.negloglikBGCCM Fits the bivariate Gaussian common component geostatistical model
.nlmP Adapts nlm for Constraints in the Parameter Values
.prepare.graph.krige.bayes Plots Results of the Predictive Distribution
.prepare.graph.kriging Image or Perspective Plot with Kriging Results
.proflik.aux0 Computes Profile Likelihoods
.proflik.aux1 Computes Profile Likelihoods
.proflik.aux1.1 Computes Profile Likelihoods
.proflik.aux10 Computes Profile Likelihoods
.proflik.aux11 Computes Profile Likelihoods
.proflik.aux12 Computes Profile Likelihoods
.proflik.aux13 Computes Profile Likelihoods
.proflik.aux14 Computes Profile Likelihoods
.proflik.aux15 Computes Profile Likelihoods
.proflik.aux16 Computes Profile Likelihoods
.proflik.aux17 Computes Profile Likelihoods
.proflik.aux18 Computes Profile Likelihoods
.proflik.aux19 Computes Profile Likelihoods
.proflik.aux2 Computes Profile Likelihoods
.proflik.aux20 Computes Profile Likelihoods
.proflik.aux21 Computes Profile Likelihoods
.proflik.aux21.1 Computes Profile Likelihoods
.proflik.aux22 Computes Profile Likelihoods
.proflik.aux23 Computes Profile Likelihoods
.proflik.aux24 Computes Profile Likelihoods
.proflik.aux27 Computes Profile Likelihoods
.proflik.aux28 Computes Profile Likelihoods
.proflik.aux3 Computes Profile Likelihoods
.proflik.aux30 Computes Profile Likelihoods
.proflik.aux31 Computes Profile Likelihoods
.proflik.aux32 Computes Profile Likelihoods
.proflik.aux33 Computes Profile Likelihoods
.proflik.aux4 Computes Profile Likelihoods
.proflik.aux5 Computes Profile Likelihoods
.proflik.aux6 Computes Profile Likelihoods
.proflik.aux7 Computes Profile Likelihoods
.proflik.aux8 Computes Profile Likelihoods
.proflik.aux9 Computes Profile Likelihoods
.proflik.cov Computes Profile Likelihoods
.proflik.ftau Defunct Functions in the Package geoR
.proflik.lambda Computes Profile Likelihoods
.proflik.main Computes Profile Likelihoods
.proflik.nug Defunct Functions in the Package geoR
.proflik.phi Defunct Functions in the Package geoR
.proflik.plot.aux1 Plots Profile Likelihoods
.rfm.bin Compute Empirical Variograms