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: | 0.4.1 |
| Imports: | splancs,Matrix, stats,TMB,dplyr,ggplot2,cowplot,rSPDE,sparseMVN,fmesher,tidyterra,terra,sf, utils |
| LinkingTo: | TMB,RcppEigen |
| Suggests: | testthat,knitr,rmarkdown,SpatialEpi |
| Published: | 2025-08-22 |
| 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 + fileLICENSE |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Citation: | disaggregation citation info |
| CRAN checks: | disaggregation results |