georob (version 0.3-19)

Robust Geostatistical Analysis of Spatial Data

Description

Provides functions for efficiently fitting linear models with spatially correlated errors by robust (Kuensch et al. (2011) ) and Gaussian (Harville (1977) ) (Restricted) Maximum Likelihood and for computing robust and customary point and block external-drift Kriging predictions (Cressie (1993) ), 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) ), unbiased back-transformation of Kriging predictions of log-transformed data (Cressie (2006) ).

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Install

install.packages('georob')

Monthly Downloads

724

Version

0.3-19

License

GPL (>= 2) | LGPL (>= 2)

Maintainer

Last Published

March 10th, 2024

Functions in georob (0.3-19)