Package: spCF 0.1.1

spCF: Coarse-to-Fine Spatial Modeling

Provides functions for coarse-to-fine spatial modeling (CFSM), enabling fast spatial prediction, regression, and uncertainty quantification. This method is suitable for moderate to large samples. For further details, see Murakami et al. (2026) <doi:10.1111/gean.70034>.

Authors:Daisuke Murakami [aut, cre], Alexis Comber [aut], Takahiro Yoshida [aut], Narumasa Tsutsumida [aut], Chris Brunsdon [aut], Tomoki Nakaya [aut]

spCF_0.1.1.tar.gz
spCF_0.1.1.zip(r-4.7)spCF_0.1.1.zip(r-4.6)spCF_0.1.1.zip(r-4.5)
spCF_0.1.1.tgz(r-4.6-x86_64)spCF_0.1.1.tgz(r-4.6-arm64)spCF_0.1.1.tgz(r-4.5-x86_64)spCF_0.1.1.tgz(r-4.5-arm64)
spCF_0.1.1.tar.gz(r-4.7-arm64)spCF_0.1.1.tar.gz(r-4.7-x86_64)spCF_0.1.1.tar.gz(r-4.6-arm64)spCF_0.1.1.tar.gz(r-4.6-x86_64)
spCF_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
spCF/json (API)

# Install 'spCF' in R:
install.packages('spCF', repos = c('https://dmuraka.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/dmuraka/spcf/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

cpp

4.48 score 429 downloads 5 exports 16 dependencies

Last updated from:4125c1b7d7. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK152
linux-devel-x86_64OK155
source / vignettesOK233
linux-release-arm64OK310
linux-release-x86_64OK157
macos-release-arm64OK148
macos-release-x86_64OK217
macos-oldrel-arm64OK123
macos-oldrel-x86_64OK299
windows-develOK169
windows-releaseOK125
windows-oldrelOK112
wasm-releaseOK119

Exports:cf_glmcf_glm_hvcf_lmcf_lm_hvsp_scalewise

Dependencies:dbscandotCall64fieldsFNNgenericslatticemapsMatrixnloptrrangerRColorBrewerRcppRcppEigenspamviridisLitewithr

Coarse-to-fine spatial GLMM: Application examples

Rendered fromspCF_glm.Rmdusingknitr::rmarkdownon May 29 2026.

Last update: 2026-05-06
Started: 2026-05-06

Coarse-to-fine spatial modeling (CFSM) using the spCF package

Rendered fromspCF_intro.Rmdusingknitr::rmarkdownon May 29 2026.

Last update: 2026-05-06
Started: 2026-05-06