georob: Robust Geostatistical Analysis of Spatial Data
Provides functions for efficiently fitting linear models with spatially correlated errors by robust (Kuensch et al. (2011) <doi:10.3929/ethz-a-009900710>) and Gaussian (Harville (1977) <doi:10.1080/01621459.1977.10480998>) (Restricted) Maximum Likelihood and for computing robust and customary point and block external-drift Kriging predictions (Cressie (1993) <doi:10.1002/9781119115151>), along with utility functions for variogram modelling in ad hoc geostatistical analyses, model building, model evaluation by cross-validation, (conditional) simulation of Gaussian processes (Davies and Bryant (2013) <doi:10.18637/jss.v055.i09>), unbiased back-transformation of Kriging predictions of log-transformed data (Cressie (2006) <doi:10.1007/s11004-005-9022-8>).
| Version: | 0.3-23 |
| Depends: | R (≥ 2.14),sp (≥ 0.9-60) |
| Imports: | abind,constrainedKriging (≥ 0.2-7),fields, graphics,lmtest, methods,nlme,nleqslv, parallel,quantreg,robustbase (≥0.90-2),snowfall, stats, utils |
| Suggests: | gstat,multcomp,lattice |
| Published: | 2025-01-28 |
| DOI: | 10.32614/CRAN.package.georob |
| Author: | Andreas Papritz [aut, cre] |
| Maintainer: | Andreas Papritz <papritz at retired.ethz.ch> |
| License: | GPL-2 |GPL-3 |LGPL-2 |LGPL-2.1 |LGPL-3 [expanded from: GPL (≥ 2) | LGPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | NEWS,ChangeLog |
| In views: | Spatial |
| CRAN checks: | georob results |
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