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: |
0.3-20 |
| 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: |
2024-09-05 |
| 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 |
Documentation:
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Reverse dependencies:
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