snapKrig: Fast Kriging and Geostatistics on Grids with Kronecker
Covariance
Geostatistical modeling and kriging with
gridded data using spatially separable covariance functions (Kronecker
covariances). Kronecker products in these models provide shortcuts for
solving large matrix problems in likelihood and conditional mean,
making 'snapKrig' computationally efficient with large grids. The package
supplies its own S3 grid object class, and a host of methods including
plot, print, Ops, square bracket replace/assign, and more. Our computational
methods are described in Koch, Lele, Lewis (2020) <doi:10.7939/r3-g6qb-bq70>.
| Version: |
0.0.2 |
| Imports: |
graphics, grDevices, methods, stats, utils |
| Suggests: |
knitr, rmarkdown, terra, raster, sf, units, sp |
| Published: |
2023-05-06 |
| DOI: |
10.32614/CRAN.package.snapKrig |
| Author: |
Dean Koch  [aut,
cre, cph] |
| Maintainer: |
Dean Koch <dkoch at ualberta.ca> |
| BugReports: |
https://github.com/deankoch/snapKrig/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/deankoch/snapKrig |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Materials: |
README, NEWS |
| CRAN checks: |
snapKrig results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=snapKrig
to link to this page.