Provides functions for coarse-to-fine spatial and spatio-temporal modeling, enabling fast prediction, regression, and uncertainty quantification for moderate to large datasets. For methodological details, see Murakami et al. (2026) <doi:10.1111/gean.70034> and related work on generalized linear, downscaling, and dynamic spatio-temporal extensions.
| Version: | 0.2.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | FNN, fields, nloptr, dbscan, withr, Matrix, Rcpp |
| LinkingTo: | Rcpp |
| Suggests: | sp, sf, knitr, rmarkdown, CARBayesdata, ranger, lightgbm, shiny, bslib, leaflet, terra, testthat (≥ 3.0.0) |
| Published: | 2026-08-04 |
| DOI: | 10.32614/CRAN.package.spCF |
| Author: | Daisuke Murakami [aut, cre], Alexis Comber [aut], Takahiro Yoshida [aut], Narumasa Tsutsumida [aut], Chris Brunsdon [aut], Tomoki Nakaya [aut], Jose Luis Blanco-Claraco [ctb, cph] (Author of the bundled 'nanoflann' C++ library (src/nanoflann.h)), Marius Muja [cph] (Copyright holder of the bundled 'nanoflann' C++ library), David G. Lowe [cph] (Copyright holder of the bundled 'nanoflann' C++ library) |
| Maintainer: | Daisuke Murakami <dmuraka at ism.ac.jp> |
| BugReports: | https://github.com/dmuraka/spCF/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| Copyright: | see file COPYRIGHTS |
| URL: | https://github.com/dmuraka/spCF |
| NeedsCompilation: | yes |
| CRAN checks: | spCF results |
| Package source: | spCF_0.2.0.tar.gz |
| Windows binaries: | r-devel: spCF_0.1.2.zip, r-release: spCF_0.1.2.zip, r-oldrel: spCF_0.1.2.zip |
| macOS binaries: | r-release (arm64): spCF_0.2.0.tgz, r-oldrel (arm64): spCF_0.1.2.tgz, r-release (x86_64): spCF_0.1.2.tgz, r-oldrel (x86_64): spCF_0.1.2.tgz |
| Old sources: | spCF archive |
Please use the canonical form https://CRAN.R-project.org/package=spCF to link to this page.