georob: Robust Geostatistical Analysis of Spatial Data

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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.

Author
Andreas Papritz [cre, aut], Cornelia Schwierz [ctb]
Date of publication
2016-11-28 16:53:57
Maintainer
Andreas Papritz <andreas.papritz@env.ethz.ch>
License
GPL (>= 2)
Version
0.3-2

View on CRAN

Man pages

compress
Compact Storage of Symmetric and Triangular Matrices
control.georob
Tuning Parameters for georob
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
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 Log-normal Kriging
param.defaults
Setting Default Values of Variogram Parameters
param.names
Names and Permissible Ranges of Variogram Parameters
plot.georob
Plot Methods for Class 'georob'
pmm
Parallelized Matrix Multiplication
predict.georob
Predict Method for Robustly Fitted Spatial Linear Models
profilelogLik
Profile Likelihood
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

Files in this package

georob
georob/inst
georob/inst/doc
georob/inst/doc/georob_vignette.Rnw
georob/inst/doc/georob_vignette.R
georob/inst/doc/georob_vignette.pdf
georob/NAMESPACE
georob/NEWS
georob/R
georob/R/georob.lgnpp.R
georob/R/georob.cv.R
georob/R/variogram.R
georob/R/georob.exported.functions.R
georob/R/georob.private.functions.R
georob/R/georob.predict.R
georob/R/georob.S3methods.R
georob/vignettes
georob/vignettes/r_meuse_zinc_objects.RData
georob/vignettes/0-block-discretization.pdf
georob/vignettes/r_coalash_objects.RData
georob/vignettes/natbib.bst
georob/vignettes/0-overview-zinc-meuse.pdf
georob/vignettes/georob_vignette.Rnw
georob/vignettes/georob.bib
georob/MD5
georob/build
georob/build/vignette.rds
georob/DESCRIPTION
georob/ChangeLog
georob/man
georob/man/validate.predictions.Rd
georob/man/georobObject.Rd
georob/man/control.georob.Rd
georob/man/predict.georob.Rd
georob/man/cv.Rd
georob/man/georob-package.Rd
georob/man/param.defaults.Rd
georob/man/pmm.Rd
georob/man/cv.georob.Rd
georob/man/param.names.Rd
georob/man/internal.functions.Rd
georob/man/S3methods.georob.Rd
georob/man/fit.variogram.model.Rd
georob/man/plot.georob.Rd
georob/man/georob.Rd
georob/man/sample.variogram.Rd
georob/man/profilelogLik.Rd
georob/man/lgnpp.Rd
georob/man/georobModelBuilding.Rd
georob/man/compress.Rd