Allows spatial implementation of Bayesian networks and mapping in geographical space. It makes maps of expected value (or most likely state) given known and unknown conditions, maps of uncertainty measured as coefficient of variation or Shannon index (entropy), maps of probability associated to any states of any node of the network. Some additional features are provided as well: parallel processing options, data discretization routines and function wrappers designed for users with minimal knowledge of the R language. Outputs can be exported to any common GIS format. Development was funded by the European Union FP7 (2007-2013), under project ROBIN (<http://robinproject.info>).
| Version: | 1.0.5 |
| Imports: | raster, rgdal, gRbase, gRain, doParallel, foreach |
| Suggests: | knitr, rmarkdown |
| Published: | 2019-03-21 |
| Author: | Dario Masante [aut, cre] |
| Maintainer: | Dario Masante <dario.masante at gmail.com> |
| BugReports: | https://github.com/dariomasante/bnspatial/issues |
| License: | GPL-3 |
| Copyright: | Natural Environment Research Council (NERC) and Centre for
Ecology and Hydrology (CEH) bnspatial copyright details |
| URL: | http://github.com/dariomasante/bnspatial |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | bnspatial results |
| Reference manual: | bnspatial.pdf |
| Vignettes: |
Overview of package 'bnspatial' |
| Package source: | bnspatial_1.0.5.tar.gz |
| Windows binaries: | r-devel: bnspatial_1.0.5.zip, r-release: bnspatial_1.0.5.zip, r-oldrel: bnspatial_1.0.5.zip |
| OS X binaries: | r-release: bnspatial_1.0.4.tgz, r-oldrel: bnspatial_1.0.4.tgz |
| Old sources: | bnspatial archive |
Please use the canonical form https://CRAN.R-project.org/package=bnspatial to link to this page.