spCF (version 0.1.0)

Coarse-to-Fine Spatial Modeling

Description

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) .

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Version

Install

install.packages('spCF')

Version

0.1.0

License

GPL (>= 2)

Maintainer

Daisuke Murakami

Last Published

January 19th, 2026

Functions in spCF (0.1.0)

sp_scalewise

Extract scale-wise spatial processes

cf_lm

Coarse-to-fine spatial linear modeling

cf_lm_hv

Holdout validation for coarse-to-fine training of spatial linear models