Robust Geostatistical Analysis of Spatial Data

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Documentation for package ‘georob’ version 0.3-23

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

georob-package	The georob Package
add1.georob	S3 Methods for Stepwise Building Fixed-Effects Models for Class 'georob'
bwd.transf	Control Parameters for georob
coef.georob	Common S3 Methods for Class 'georob'
compress	Compact Storage of Symmetric and Triangular Matrices
condsim	Simulating Realizations of Gaussian Processes
control.condsim	Simulating Realizations of Gaussian Processes
control.fit.variogram.model	Fitting Model Functions to Sample Variograms
control.georob	Control Parameters for georob
control.nleqslv	Control Parameters for georob
control.nlminb	Control Parameters for georob
control.optim	Control Parameters for georob
control.pcmp	Parallelized Matrix Multiplication
control.predict.georob	Predict Method for Robustly Fitted Spatial Linear Models
control.rq	Control Parameters for georob
cv	Generic Cross-validation
cv.georob	Cross-Validating a Spatial Linear Model Fitted by 'georob'
default.aniso	Setting Default Values of Variogram Parameters
default.fit.aniso	Setting Default Values of Variogram Parameters
default.fit.param	Setting Default Values of Variogram Parameters
deviance.georob	S3 Methods for Stepwise Building Fixed-Effects Models for Class 'georob'
dfwd.transf	Control Parameters for georob
drop1.georob	S3 Methods for Stepwise Building Fixed-Effects Models for Class 'georob'
elevation	Elevation Data
expand	Compact Storage of Symmetric and Triangular Matrices
extractAIC.georob	S3 Methods for Stepwise Building Fixed-Effects Models for Class 'georob'
fit.variogram.model	Fitting Model Functions to Sample Variograms
fixed.effects	Common S3 Methods for Class 'georob'
fixed.effects.georob	Common S3 Methods for Class 'georob'
fixef	Common S3 Methods for Class 'georob'
fixef.georob	Common S3 Methods for Class 'georob'
fwd.transf	Control Parameters for georob
gencorr	Variogram Models
georob	Robust Fitting of Spatial Linear Models
georobIntro	The georob Package
georobMethods	Common S3 Methods for Class 'georob'
georobModelBuilding	S3 Methods for Stepwise Building Fixed-Effects Models for Class 'georob'
georobObject	Fitted georob Object
georobPackage	The georob Package
georobS3methods	Common S3 Methods for Class 'georob'
georobSimulation	Simulating Realizations of Gaussian Processes
K	Re-Exported Functions from R package imports
lgnpp	Unbiased Back-Transformations for Log-normal Kriging
lines.fitted.variogram	Fitting Model Functions to Sample Variograms
lines.georob	Plot Methods for Class 'georob'
lmrob.control	Re-Exported Functions from R package imports
logLik.georob	S3 Methods for Stepwise Building Fixed-Effects Models for Class 'georob'
model.frame.georob	Common S3 Methods for Class 'georob'
model.matrix.georob	Common S3 Methods for Class 'georob'
nobs.georob	Common S3 Methods for Class 'georob'
param.bounds	Names and Permissible Ranges of Variogram Parameters
param.names	Names and Permissible Ranges of Variogram Parameters
param.transf	Control Parameters for georob
plot.cv.georob	Summary Statistics of (Cross-)Validation Prediction Errors
plot.georob	Plot Methods for Class 'georob'
plot.sample.variogram	Computing (Robust) Sample Variograms of Spatial Data
pmm	Parallelized Matrix Multiplication
predict.georob	Predict Method for Robustly Fitted Spatial Linear Models
print.coef.georob	Common S3 Methods for Class 'georob'
print.cv.georob	Summary Statistics of (Cross-)Validation Prediction Errors
print.fitted.variogram	Fitting Model Functions to Sample Variograms
print.georob	Common S3 Methods for Class 'georob'
print.summary.cv.georob	Summary Statistics of (Cross-)Validation Prediction Errors
print.summary.fitted.variogram	Fitting Model Functions to Sample Variograms
print.summary.georob	Common S3 Methods for Class 'georob'
print.summary.sample.variogram	Computing (Robust) Sample Variograms of Spatial Data
profilelogLik	Profile Likelihood
random.effects	Common S3 Methods for Class 'georob'
random.effects.georob	Common S3 Methods for Class 'georob'
ranef	Common S3 Methods for Class 'georob'
ranef.georob	Common S3 Methods for Class 'georob'
resid.georob	Common S3 Methods for Class 'georob'
residuals.georob	Common S3 Methods for Class 'georob'
rstandard.georob	Common S3 Methods for Class 'georob'
sample.variogram	Computing (Robust) Sample Variograms of Spatial Data
sample.variogram.default	Computing (Robust) Sample Variograms of Spatial Data
sample.variogram.formula	Computing (Robust) Sample Variograms of Spatial Data
sample.variogram.georob	Computing (Robust) Sample Variograms of Spatial Data
step	S3 Methods for Stepwise Building Fixed-Effects Models for Class 'georob'
step.default	S3 Methods for Stepwise Building Fixed-Effects Models for Class 'georob'
step.georob	S3 Methods for Stepwise Building Fixed-Effects Models for Class 'georob'
summary.cv.georob	Summary Statistics of (Cross-)Validation Prediction Errors
summary.fitted.variogram	Fitting Model Functions to Sample Variograms
summary.georob	Common S3 Methods for Class 'georob'
summary.sample.variogram	Computing (Robust) Sample Variograms of Spatial Data
validate.predictions	Summary Statistics of (Cross-)Validation Prediction Errors
vcov.georob	Common S3 Methods for Class 'georob'
waldtest	S3 Methods for Stepwise Building Fixed-Effects Models for Class 'georob'
waldtest.georob	S3 Methods for Stepwise Building Fixed-Effects Models for Class 'georob'
wolfcamp	Wolfcamp Aquifer Data