georob v0.3-6
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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, (conditional)
simulation of Gaussian processes, unbiased back-transformation of
Kriging predictions of log-transformed data.
Functions in georob
| Name | Description | |
| 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 | |
| pmm | Parallelized Matrix Multiplication | |
| predict.georob | Predict Method for Robustly Fitted Spatial Linear Models | |
| compress | Compact Storage of Symmetric and Triangular Matrices | |
| control.georob | Tuning Parameters for georob | |
| profilelogLik | Profile Likelihood | |
| sample.variogram | Computing (Robust) Sample Variograms of Spatial Data | |
| 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 from Object of Class georob | |
| lgnpp | Unbiased Back-Transformations for Log-normal Kriging | |
| default.aniso | Setting Default Values of Variogram Parameters | |
| param.names | Names and Permissible Ranges of Variogram Parameters | |
| plot.georob | Plot Methods for Class georob | |
| internal.functions | Internal Functions of Package georob | |
| validate.predictions | Summary Statistics of (Cross-)Validation Prediction Errors | |
| No Results! | ||
Vignettes of georob
| Name | ||
| 0-block-discretization.pdf | ||
| 0-overview-zinc-meuse.pdf | ||
| georob.bib | ||
| georob_vignette.Rnw | ||
| natbib.bst | ||
| r_coalash_objects.RData | ||
| r_meuse_zinc_objects.RData | ||
| No Results! | ||
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Details
| Type | Package |
| Date | 2018-01-26 |
| License | GPL (>= 2) |
| NeedsCompilation | no |
| Packaged | 2018-01-26 17:26:02 UTC; papritz |
| Repository | CRAN |
| Date/Publication | 2018-01-26 19:12:15 UTC |
| imports | abind , constrainedKriging (>= 0.2-1) , fields , lmtest , methods , nleqslv , nlme , quantreg , RandomFields (>= 3.0.10) , robustbase (>= 0.90-2) |
| suggests | geoR , gstat , lattice , multcomp |
| depends | parallel , R (>= 2.14.0) , snowfall , sp (>= 0.9-60) , stats |
| Contributors | Cornelia Schwierz |
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