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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 [issues need fixing before 2025-01-13] |
| Reference manual: | georob.pdf |
| Vignettes: |
Tutorial and Manual for georob (source, R code) |
| Package source: | georob_0.3-20.tar.gz |
| Windows binaries: | r-devel: georob_0.3-20.zip, r-release: georob_0.3-20.zip, r-oldrel: georob_0.3-20.zip |
| macOS binaries: | r-release (arm64): georob_0.3-20.tgz, r-oldrel (arm64): georob_0.3-20.tgz, r-release (x86_64): georob_0.3-20.tgz, r-oldrel (x86_64): georob_0.3-20.tgz |
| Old sources: | georob archive |
| Reverse suggests: | pedometrics |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.