georob: Robust Geostatistical Analysis of Spatial Data

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.

Author
Andreas Papritz [cre, aut], Cornelia Schwierz [ctb]
Date of publication
2014-05-15 16:20:15
Maintainer
Andreas Papritz <andreas.papritz@env.ethz.ch>
License
GPL (>= 2)
Version
0.1-4

View on R-Forge

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

Files in this package

georob/ChangeLog
georob/DESCRIPTION
georob/NAMESPACE
georob/NEWS
georob/R
georob/R/georob.S3methods.R
georob/R/georob.cv.R
georob/R/georob.exported.functions.R
georob/R/georob.lgnpp.R
georob/R/georob.predict.R
georob/R/georob.private.functions.R
georob/R/variogram.R
georob/demo
georob/demo/00Index
georob/demo/georob_example.R
georob/man
georob/man/S3methods.georob.Rd
georob/man/compress.Rd
georob/man/cv.Rd
georob/man/cv.georob.Rd
georob/man/fit.variogram.model.Rd
georob/man/georob-package.Rd
georob/man/georob.Rd
georob/man/georob.control.Rd
georob/man/georobModelBuilding.Rd
georob/man/georobObject.Rd
georob/man/internal.functions.Rd
georob/man/lgnpp.Rd
georob/man/param.names.Rd
georob/man/plot.georob.Rd
georob/man/predict.georob.Rd
georob/man/sample.variogram.Rd
georob/man/validate.predictions.Rd