CRAN/E | georob

georob

Robust Geostatistical Analysis of Spatial Data

Installation

About

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).

Key Metrics

Version 0.3-19
R ≥ 2.14
Published 2024-03-10 189 days ago
Needs compilation? no
License GPL-2
License GPL-3
License LGPL-2
License LGPL-2.1
License LGPL-3
CRAN checks georob results

Downloads

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Last 30 days 747 +30%
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Last 365 days 5.904 +97%

Maintainer

Maintainer

Andreas Papritz

Authors

Andreas Papritz

aut / cre

Material

NEWS
ChangeLog
Reference manual
Package source

In Views

Spatial

Vignettes

Tutorial and Manual for georob

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

georob archive

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

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