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>).">

georob: Robust Geostatistical Analysis of Spatial Data (original) (raw)

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
License: GPL-2 | GPL-3 LGPL-2 LGPL-2.1 LGPL-3 [expanded from: GPL (≥ 2) LGPL (≥ 2)]
NeedsCompilation: no
Materials: NEWS,
In views: Spatial
CRAN checks: georob results

Documentation:

Downloads:

Reverse dependencies:

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=georobto link to this page.