geoR: Analysis of Geostatistical Data

Share:

Geostatistical analysis including traditional, likelihood-based and Bayesian methods.

Author
Paulo J. Ribeiro Jr <paulojus@ufpr.br> and Peter J. Diggle <p.diggle@lancaster.ac.uk>
Date of publication
2016-05-02 14:27:02
Maintainer
Paulo J. Ribeiro Jr <paulojus@ufpr.br>
License
GPL (>= 2)
Version
1.7-5.2
URLs

View on CRAN

Man pages

as.geodata
Converts an Object to the Class "geodata"
BoxCox
The Box-Cox Transformed Normal Distribution
boxcoxfit
Parameter Estimation for the Box-Cox Transformation
boxcox.geodata
Box-Cox transformation for geodata objects
ca20
Calcium content in soil samples
camg
Calcium and magnesium content in soil samples
coords2coords
Operations on Coordinates
coords.aniso
Geometric Anisotropy Correction
cov.spatial
Computes Value of the Covariance Function
dup.coords
Locates duplicated coordinates
elevation
Surface Elevations
eyefit
Interactive Variogram Estimation
gambia
Gambia Malaria Data
geoR-defunct
Defunct Functions in the Package geoR
geoR-internal
geoR internal functions
globalvar
Computes global variance
grf
Simulation of Gaussian Random Fields
head
Head observations in a regional confined aquifer
hist.krige.bayes
Plots Sample from Posterior Distributions
hoef
Data for spatial analysis of experiments
image.grf
Image, Contour or Perspective Plot of Simulated Gaussian...
image.krige.bayes
Plots Results of the Predictive Distribution
image.kriging
Image or Perspective Plot with Kriging Results
InvChisquare
The (Scaled) Inverse Chi-Squared Distribution
isaaks
Data from Isaaks and Srisvastava's book
jitterDupCoords
Jitters (duplicated) coordinates.
kattegat
Kattegat basin salinity data
krige.bayes
Bayesian Analysis for Gaussian Geostatistical Models
krige.conv
Spatial Prediction - Conventional Kriging
krweights
Computes kriging weights
Ksat
Saturated Hydraulic Conductivity
ksline
Spatial Prediction - Conventional Kriging
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...
likfitBGCCM
Fits the bivariate Gaussian common component geostatistical...
lines.krige.bayes
Adds a Bayesian Estimate of the Variogram to a Plot
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.grf
Lines with True Variogram for Simulated Data
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
loglik.GRF
Log-Likelihood for a Gaussian Random Field
matern
Computer Values of the Matern Correlation Function
names.geodata
Lists names of the key elements of a geodata object
nearloc
Near location to a point
nlmP
Adapts nlm for Constraints in the Parameter Values
output.control
Defines output options for prediction functions
parana
Rainfall Data from Parana State, Brasil
pars.limits
Set limits for the parameter values
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
practicalRange
Pratical range for correlation functions
pred_grid
Generates a 2D Prediction Grid
predict.BGCCM
Prediction for the bivariate Gaussian common component...
print.BGCCM
Prints an summary of of the output from likfitBGCCM.
proflik
Computes Profile Likelihoods
read.geodata
Reads and Converts Data to geoR Format
s100
Simulated Data-Sets which Illustrate the Usage of the Package...
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
soil250
Soil chemistry properties data set
soja98
Soya bean production and other variables in a uniformity...
statistics.predictive
Summary statistics from predictive distributions
subarea
Selects a Subarea from a Geodata Object
subset.geodata
Method for subsetting geodata objects
summary.geodata
Summaries for geodata object
summary.likGRF
Summarizes Parameter Estimation Results for Gaussian Random...
summary.variofit
Summarize Results of Variogram Estimation
tce
TCE concentrations in groundwater in a vertical cross section
trend.spatial
Builds the Trend Matrix
varcovBGCCM
Covariance matrix for the bivariate Gaussian common component...
varcov.spatial
Computes Covariance Matrix and Related Results
variofit
Variogram Based Parameter Estimation
variog
Compute Empirical Variograms
variog4
Computes Directional Variograms
variog.mc.env
Envelops for Empirical Variograms Based on Permutation
variog.model.env
Envelops for Empirical Variograms Based on Model Parameters
wo
Kriging example data from Webster and Oliver
wolfcamp
Wolfcamp Aquifer Data
wrappers
Wrappers for the C functions used in geoR
wrc
Points of a water retention curve data set
xvalid
Cross-validation by kriging

Files in this package

geoR
geoR/inst
geoR/inst/doc
geoR/inst/doc/ToDo.geoR
geoR/inst/doc/CHANGES
geoR/inst/CHANGES
geoR/src
geoR/src/geoR.c
geoR/NAMESPACE
geoR/data
geoR/data/kattegat.rda
geoR/data/s121.rda
geoR/data/soja98.rda
geoR/data/parana.rda
geoR/data/tce.rda
geoR/data/wo.rda
geoR/data/isaaks.rda
geoR/data/wrc.rda
geoR/data/wolfcamp.rda
geoR/data/landim1.rda
geoR/data/hoef.rda
geoR/data/s256i.rda
geoR/data/head.rda
geoR/data/ca20.rda
geoR/data/soil250.rda
geoR/data/Ksat.rda
geoR/data/camg.rda
geoR/data/gambia.rda
geoR/data/SIC.rda
geoR/data/s100.rda
geoR/data/elevation.rda
geoR/R
geoR/R/variofit.R
geoR/R/ksline.R
geoR/R/bivar.R
geoR/R/geoRdefunct.R
geoR/R/geoRmisc.R
geoR/R/geobayes.R
geoR/R/corcov.R
geoR/R/eyefit.R
geoR/R/variogram.R
geoR/R/xvalid.R
geoR/R/geodata.R
geoR/R/profiles.R
geoR/R/simul.R
geoR/R/auxiliar.R
geoR/R/likGRF.R
geoR/R/krweights.R
geoR/R/Cwrappers.R
geoR/R/kriging.R
geoR/R/zzz.R
geoR/R/boxcox.R
geoR/MD5
geoR/DESCRIPTION
geoR/man
geoR/man/nearloc.Rd
geoR/man/coords.aniso.Rd
geoR/man/wo.Rd
geoR/man/matern.Rd
geoR/man/geoR-internal.Rd
geoR/man/proflik.Rd
geoR/man/plot.xvalid.Rd
geoR/man/names.geodata.Rd
geoR/man/summary.likGRF.Rd
geoR/man/head.Rd
geoR/man/globalvar.Rd
geoR/man/lines.variogram.envelope.Rd
geoR/man/tce.Rd
geoR/man/soja98.Rd
geoR/man/nlmP.Rd
geoR/man/krige.conv.Rd
geoR/man/print.BGCCM.Rd
geoR/man/boxcoxfit.Rd
geoR/man/krweights.Rd
geoR/man/grf.Rd
geoR/man/image.krige.bayes.Rd
geoR/man/hist.krige.bayes.Rd
geoR/man/s100.Rd
geoR/man/lines.variomodel.variofit.Rd
geoR/man/ca20.Rd
geoR/man/plot.geodata.Rd
geoR/man/as.geodata.Rd
geoR/man/xvalid.Rd
geoR/man/likfit.Rd
geoR/man/hoef.Rd
geoR/man/variofit.Rd
geoR/man/wolfcamp.Rd
geoR/man/cov.spatial.Rd
geoR/man/output.control.Rd
geoR/man/InvChisquare.Rd
geoR/man/kattegat.Rd
geoR/man/gambia.Rd
geoR/man/lines.variomodel.Rd
geoR/man/boxcox.geodata.Rd
geoR/man/summary.variofit.Rd
geoR/man/plot.grf.Rd
geoR/man/variog.model.env.Rd
geoR/man/plot.krige.bayes.Rd
geoR/man/sample.prior.Rd
geoR/man/set.coords.lims.Rd
geoR/man/parana.Rd
geoR/man/varcov.spatial.Rd
geoR/man/sample.geodata.Rd
geoR/man/BoxCox.Rd
geoR/man/dup.coords.Rd
geoR/man/subset.geodata.Rd
geoR/man/elevation.Rd
geoR/man/read.geodata.Rd
geoR/man/lines.krige.bayes.Rd
geoR/man/polygrid.Rd
geoR/man/pred_grid.Rd
geoR/man/soil250.Rd
geoR/man/camg.Rd
geoR/man/plot.proflik.Rd
geoR/man/variog.Rd
geoR/man/krige.bayes.Rd
geoR/man/practicalRange.Rd
geoR/man/predict.BGCCM.Rd
geoR/man/lines.variogram.Rd
geoR/man/image.grf.Rd
geoR/man/subarea.Rd
geoR/man/wrappers.Rd
geoR/man/coords2coords.Rd
geoR/man/ksline.Rd
geoR/man/lines.variomodel.likGRF.Rd
geoR/man/varcovBGCCM.Rd
geoR/man/trend.spatial.Rd
geoR/man/plot.variog4.Rd
geoR/man/statistics.predictive.Rd
geoR/man/lines.variomodel.grf.Rd
geoR/man/SIC.Rd
geoR/man/variog.mc.env.Rd
geoR/man/sample.posterior.Rd
geoR/man/likfitBGCCM.Rd
geoR/man/pars.limits.Rd
geoR/man/points.geodata.Rd
geoR/man/s256i.Rd
geoR/man/Ksat.Rd
geoR/man/loglik.GRF.Rd
geoR/man/wrc.Rd
geoR/man/isaaks.Rd
geoR/man/locations.inside.Rd
geoR/man/summary.geodata.Rd
geoR/man/geoR-defunct.Rd
geoR/man/image.kriging.Rd
geoR/man/legend.krige.Rd
geoR/man/jitterDupCoords.Rd
geoR/man/variog4.Rd
geoR/man/landim1.Rd
geoR/man/plot.variogram.Rd
geoR/man/eyefit.Rd