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Provides functions for coarse-to-fine spatial modeling (CFSM), enabling fast spatial prediction, regression, and uncertainty quantification. For further details, see Murakami et al. (2025) <doi:10.48550/arXiv.2510.00968>.
| Version: | 0.1.0 |
| Imports: | FNN, fields, nloptr, dbscan, ranger, withr |
| Suggests: | sp, sf, knitr, rmarkdown |
| Published: | 2026-01-19 |
| DOI: | 10.32614/CRAN.package.spCF (may not be active yet) |
| Author: | Daisuke Murakami [aut, cre], Alexis Comber [aut], Takahiro Yoshida [aut], Narumasa Tsutsumida [aut], Chris Brunsdon [aut], Tomoki Nakaya [aut] |
| Maintainer: | Daisuke Murakami <dmuraka at ism.ac.jp> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | spCF results |
| Reference manual: | spCF.html , spCF.pdf |
| Vignettes: |
spCF_intro (source, R code) |
| Package source: | spCF_0.1.0.tar.gz |
| Windows binaries: | r-devel: spCF_0.1.0.zip, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): spCF_0.1.0.tgz, r-oldrel (arm64): spCF_0.1.0.tgz, r-release (x86_64): spCF_0.1.0.tgz, r-oldrel (x86_64): spCF_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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