Fits disaggregation regression models using 'TMB' ('Template Model Builder'). When the response data are aggregated to polygon level but the predictor variables are at a higher resolution, these models can be useful. Regression models with spatial random fields. The package is described in detail in Nandi et al. (2023) <doi:10.18637/jss.v106.i11>.
Version: 0.4.0 Imports: splancs, Matrix, stats, TMB, dplyr, ggplot2, cowplot, rSPDE, sparseMVN, fmesher, tidyterra, terra, sf, utils LinkingTo: TMB, RcppEigen Suggests: testthat, knitr, rmarkdown, SpatialEpi Published: 2024-10-02 DOI: 10.32614/CRAN.package.disaggregation Author: Anita Nandi [aut], Tim Lucas [aut, cre], Rohan Arambepola [aut], Andre Python [aut], Simon Smart [ctb] Maintainer: Tim Lucas <timcdlucas at gmail.com> License: MIT + file LICENSE NeedsCompilation: yes SystemRequirements: GNU make Citation: disaggregation citation info CRAN checks: disaggregation results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=disaggregation to link to this page.
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