Coarse-to-Fine Spatial and Spatio-Temporal Modeling

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Documentation for package ‘spCF’ version 0.2.2.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

cf_dglm	Coarse-to-fine dynamic (space-time) spatial GLMMs (CF-DGLMMs)
cf_dglm_hv	Holdout validation for coarse-to-fine dynamic (space-time) spatial GLMMs
cf_downscale	Coarse-to-fine spatial downscaling (CF-DS)
cf_downscale_hv	Holdout validation for the coarse-to-fine spatial downscaling (CF-DS)
cf_glm	Coarse-to-fine spatial generalized linear mixed models (CF-GLMMs)
cf_glm_hv	Holdout validation for coarse-to-fine spatial generalized linear mixed models (CF-GLMMs)
cf_lm	Coarse-to-fine spatial modeling (CFSM) for Gaussian response
cf_lm_hv	Holdout validation for the Gaussian coarse-to-fine spatial modeling (CFSM)
negbin	Negative binomial family with an estimated (or fixed) dispersion
predict.cf_dglm	Prediction from a fitted coarse-to-fine model
predict.cf_glm	Prediction from a fitted coarse-to-fine model
predict.cf_lm	Prediction from a fitted coarse-to-fine model
spCF-predict	Prediction from a fitted coarse-to-fine model
spCFmap	Interactive mapping for coarse-to-fine spatial modelling
sp_scalewise	Extract scale-wise spatial processes