georob: Robust Geostatistical Analysis of Spatial Data

Provides functions for efficiently fitting linear models with spatially correlated errors by robust and Gaussian (Restricted) Maximum Likelihood and for computing robust and customary point and block external-drift Kriging predictions, along with utility functions for variogram modelling in ad hoc geostatistical analyses, model building, model evaluation by cross-validation and for unbiased back-transformation of Kriging predictions of log-transformed data.

Install the latest version of this package by entering the following in R:
install.packages("georob")
AuthorAndreas Papritz [cre, aut], Cornelia Schwierz [ctb]
Date of publication2017-01-24 14:20:38
MaintainerAndreas Papritz <andreas.papritz@env.ethz.ch>
LicenseGPL (>= 2)
Version0.3-3

View on CRAN

Functions

add1.georob Man page
bwd.transf Man page
compress Man page
control.georob Man page
control.nleqslv Man page
control.nlminb Man page
control.optim Man page
control.pcmp Man page
control.predict.georob Man page
control.rq Man page
covariances.fixed.random.effects Man page
crpsnorm Man page
crpspd.resp.rob Man page
cv Man page
cv.georob Man page
default.aniso Man page
default.fit.aniso Man page
default.fit.param Man page
deviance.georob Man page
dfwd.transf Man page
drop1.georob Man page
estimate.zhat Man page
estimating.equations.B Man page
estimating.equations.theta Man page
expand Man page
extractAIC.georob Man page
f.aux.add1.drop1 Man page
f.aux.crpsnorm Man page
f.aux.eeq Man page
f.aux.gcr Man page
f.aux.gradient.nll Man page
f.aux.gradient.npll Man page
f.aux.print.gradient Man page
f.aux.Qstar Man page
f.aux.RSS Man page
f.aux.tf.param.fwd Man page
f.aux.Valphaxi Man page
f.call.set_allfitxxx_to_false Man page
f.call.set_allxxx_to_fitted_values Man page
f.call.set_onefitxxx_to_value Man page
f.call.set_onexxx_to_value Man page
f.call.set_x_to_value Man page
f.call.set_x_to_value_in_fun Man page
f.diag Man page
fit.variogram.model Man page
fixed.effects Man page
fixed.effects.georob Man page
fixef Man page
fixef.georob Man page
f.psi.function Man page
f.reparam.bkw Man page
f.reparam.fwd Man page
f.robust.uk Man page
f.stop.cluster Man page
fwd.transf Man page
georob Man page
georob.fit Man page
georobIntro Man page
georobMethods Man page
georobModelBuilding Man page
georobObject Man page
georob-package Man page
getCall.georob Man page
gradient.negative.loglikelihood Man page
K Man page
lgnpp Man page
likelihood.calculations Man page
lines.fitted.variogram Man page
lines.georob Man page
lmrob.control Man page
logLik.georob Man page
model.frame.georob Man page
model.matrix.georob Man page
negative.log-likelihood Man page
nobs.georob Man page
param.bounds Man page
param.names Man page
param.transf Man page
partial.derivatives.variogram Man page
plot.cv.georob Man page
plot.georob Man page
plot.sample.variogram Man page
pmm Man page
ppd.resp.rob Man page
predict.georob Man page
print.cv.georob Man page
print.fitted.variogram Man page
print.georob Man page
print.summary.cv.georob Man page
print.summary.fitted.variogram Man page
print.summary.georob Man page
print.summary.sample.variogram Man page
profilelogLik Man page
qpd.resp.rob Man page
random.effects Man page
random.effects.georob Man page
ranef Man page
ranef.georob Man page
resid.georob Man page
residuals.georob Man page
rstandard.georob Man page
rstudent.cv.georob Man page
rstudent.georob Man page
safe_pchisq Man page
sample.variogram Man page
sample.variogram.default Man page
sample.variogram.formula Man page
sample.variogram.georob Man page
step Man page
step.default Man page
step.georob Man page
summary.cv.georob Man page
summary.fitted.variogram Man page
summary.georob Man page
summary.sample.variogram Man page
update.zhat Man page
validate.predictions Man page
var.pd.resp.rob Man page
vcov.georob Man page
waldtest Man page
waldtest.georob Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.