georob: Robust Geostatistical Analysis of Spatial Data
Version 0.1-4

The georob package provides functions for fitting linear models with spatially correlated errors by robust and Gaussian Restricted Maximum Likelihood and for computing robust and customary point and block kriging predictions, along with utility functions for cross-validation and for unbiased back-transformation of kriging predictions of log-transformed data.

AuthorAndreas Papritz [cre, aut], Cornelia Schwierz [ctb]
Date of publication2014-05-15 16:20:15
MaintainerAndreas Papritz <andreas.papritz@env.ethz.ch>
LicenseGPL (>= 2)
Version0.1-4
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("georob", repos="http://R-Forge.R-project.org")

Getting started

Package overview

Popular man pages

compress: Compact Storage of Symmetric and Triangular Matrices
cv: Generic Cross-validation
fit.variogram.model: Fitting Model Functions to Sample Variograms
georobModelBuilding: S3 Methods for Stepwise Building Fixed-Effects Models for...
georobObject: Fitted georob Object
lgnpp: Unbiased Back-Transformations for Lognormal Kriging
plot.georob: Plot Methods for class 'georob'
See all...

All man pages Function index File listing

Man pages

compress: Compact Storage of Symmetric and Triangular Matrices
cv: Generic Cross-validation
cv.georob: Cross-Validating a Spatial Linear Model Fitted by 'georob'
fit.variogram.model: Fitting Model Functions to Sample Variograms
georob: Robust Fitting of Spatial Linear Models
georob.control: Tuning Parameters for georob
georobModelBuilding: S3 Methods for Stepwise Building Fixed-Effects Models for...
georobObject: Fitted georob Object
georob-package: The georob Package
internal.functions: Internal Functions of Package 'georob'
lgnpp: Unbiased Back-Transformations for Lognormal Kriging
param.names: Names and Permissible Ranges of Variogram Parameters
plot.georob: Plot Methods for class 'georob'
predict.georob: Predict Method for Robustly Fitted Spatial Linear Models
S3methods.georob: Common S3 Methods for Class 'georob'
sample.variogram: Computing (Robust) Sample Variograms of Spatial Data
validate.predictions: Summary Statistics of (Cross-)Validation Prediction Errors

Functions

K Man page
add1.georob Man page Source code
bbsolve.control Man page
bwd.transf Man page Source code
compress Man page Source code
compute.covariances Man page Source code
compute.estimating.equations Man page Source code
compute.semivariance Man page Source code
cv Man page Source code
cv.georob Man page Source code
dcorr.dparam Man page Source code
deviance.georob Man page Source code
dfwd.transf Man page Source code
drop1.georob Man page Source code
estimate.xihat Man page Source code
estimating.eqations.xihat Source code
expand Man page Source code
extractAIC.georob Man page Source code
fit.variogram.model Man page Source code
fixed.effects Man page
fixed.effects.georob Man page
fixef Man page
fixef.georob Man page
fwd.transf Man page Source code
gcr Man page Source code
georob Man page Source code
georob-package Man page
georob.control Man page Source code
georob.fit Man page Source code
georobIntro Man page
georobMethods Man page
georobModelBuilding Man page
georobObject Man page
getCall.georob Man page Source code
gradient.negative.restricted.loglikelihood Man page Source code
lgnpp Man page Source code
lines.fitted.variogram Man page
lines.georob Man page
logLik.georob Man page Source code
model.frame.georob Man page Source code
model.matrix.georob Man page Source code
negative.restr.loglikelihood Man page Source code
nleqslv.control Man page Source code
nobs.georob Man page Source code
optim.control Man page Source code
param.bounds Man page Source code
param.names Man page Source code
param.transf Man page Source code
plot.cv.georob Man page Source code
plot.georob Man page Source code
plot.sample.variogram Man page Source code
predict.georob Man page Source code
prepare.likelihood.calculations Man page Source code
print.cv.georob Man page Source code
print.fitted.variogram Man page Source code
print.georob Man page Source code
print.summary.cv.georob Man page Source code
print.summary.fitted.variogram Man page Source code
print.summary.georob Man page Source code
print.summary.sample.variogram Man page Source code
random.effects Man page
random.effects.georob Man page
ranef Man page
ranef.georob Man page
resid.georob Man page
residuals.georob Man page
rq.control Man page Source code
rstandard.georob Man page Source code
rstudent.cv.georob Man page Source code
rstudent.georob Man page Source code
safe_pchisq Source code
sample.variogram Man page Source code
step Man page Source code
step.default Man page
step.georob Man page Source code
summary.cv.georob Man page Source code
summary.fitted.variogram Man page Source code
summary.georob Man page Source code
summary.sample.variogram Man page Source code
update.xihat Man page Source code
validate.predictions Man page Source code
vcov.georob Man page Source code
waldtest Man page
waldtest.georob Man page Source code

Files

ChangeLog
DESCRIPTION
NAMESPACE
NEWS
R
R/georob.S3methods.R
R/georob.cv.R
R/georob.exported.functions.R
R/georob.lgnpp.R
R/georob.predict.R
R/georob.private.functions.R
R/variogram.R
demo
demo/00Index
demo/georob_example.R
man
man/S3methods.georob.Rd
man/compress.Rd
man/cv.Rd
man/cv.georob.Rd
man/fit.variogram.model.Rd
man/georob-package.Rd
man/georob.Rd
man/georob.control.Rd
man/georobModelBuilding.Rd
man/georobObject.Rd
man/internal.functions.Rd
man/lgnpp.Rd
man/param.names.Rd
man/plot.georob.Rd
man/predict.georob.Rd
man/sample.variogram.Rd
man/validate.predictions.Rd
georob documentation built on May 21, 2017, 4:15 a.m.

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