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## Multivariable geostatistics in S: the gstat package (2004)

Venue: | Computers & Geosciences |

Citations: | 117 - 6 self |

### Citations

548 |
Geostatistics for natural resources evaluation:
- Goovaerts
- 1997
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Citation Context ...wo (or more) coefficients across pairs of variables. The simplest case of this corresponds to standardised ordinary cokriging with one single unbiasedness constraint, or colocated ordinary cokriging (=-=Goovaerts, 1997-=-; note that this is different from Wackernagel’s (1998) interpretation of colocated ordinary cokriging). Simple colocated cokriging is a special case of simple cokriging with a neighbourhood size of o... |

400 |
Principles of Geographical Information Systems
- Burrough, McDonell
- 1998
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Citation Context ...or) or numerical mode. 4.2. Examples In the following, examples are given that use the data set of heavy metal pollutions in the topsoil of a floodplain along the Meuse river near Stein, Netherlands (=-=Burrough and McDonnell, 1998-=-). This data set is supplied with gstat. 4.3. Formula interface The gstat Spackage uses the Sformula interface, (Chambers and Hastie, 1992), which is also found in the regression and ANOVA functions (... |

226 | Model-based Geostatistics
- Diggle, Ribeiro
- 2006
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Citation Context ...arge parts of the geoR/geoRglm (geoR home page: http://www.est.ufpr.br/geoR/) code address the uncertainty of estimated covariance parameters in a Bayesian framework (also called model-based kriging; =-=Diggle et al., 1998-=-), an issue that seems to be relevant especially for smaller data sets (Moyeed and Papritz, 2002). 6. Code availability For R, the gstat package can be installed from CRAN (R home page: http://www.r-p... |

68 |
Programming with Data,
- Chambers
- 1998
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Citation Context ...1. Introduction Sis a high-level language for data analysis and graphics. Currently, it has one commercial implementation, S-Plus (S-Plus home page: http://www.insightful. com/), Becker et al., 1988; =-=Chambers, 1998-=- and an opensource implementation, called ‘‘R’’ (Ihaka and Gentleman, 1996; Bivand, 2000; R home page: http://www. r-project.org/Comprehensive R archive network: http:// cran.r-project.org/ and mirror... |

52 | A generalized linear model approach to spatial data analysis and prediction. - otway, Stroup - 1997 |

21 | Joint sequential simulation of multiGaussian fields. In: - Gômez-Hernândez, Journel - 1993 |

16 | Using the R statistical data analysis language on GRASS 5.0 GIS database files, Department of Geography
- Bivand
- 2000
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Citation Context ...s one commercial implementation, S-Plus (S-Plus home page: http://www.insightful. com/), Becker et al., 1988; Chambers, 1998 and an opensource implementation, called ‘‘R’’ (Ihaka and Gentleman, 1996; =-=Bivand, 2000-=-; R home page: http://www. r-project.org/Comprehensive R archive network: http:// cran.r-project.org/ and mirrors). Geostatistics (Isaaks $ Code available from server at http://www.iamg.org/ CGEditor/... |

4 | Kriging with Inequality Constraints.” - Abrahamsen, Benth - 2001 |

3 |
The New SLanguage
- Becker, Chambers, et al.
- 1988
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Citation Context ...tochastic simulation 1. Introduction Sis a high-level language for data analysis and graphics. Currently, it has one commercial implementation, S-Plus (S-Plus home page: http://www.insightful. com/), =-=Becker et al., 1988-=-; Chambers, 1998 and an opensource implementation, called ‘‘R’’ (Ihaka and Gentleman, 1996; Bivand, 2000; R home page: http://www. r-project.org/Comprehensive R archive network: http:// cran.r-project... |

2 | Approaches to Classes for Spatial Data in - Bivand - 2003 |