disaggregation: Disaggregation Modelling
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:
| Reference manual: | disaggregation.pdf |
| Vignettes: |
A short introduction to the disaggregation package (source, R code) |
Downloads:
| Package source: | disaggregation_0.4.0.tar.gz |
| Windows binaries: | r-devel: disaggregation_0.4.0.zip, r-release: disaggregation_0.4.0.zip, r-oldrel: disaggregation_0.4.0.zip |
| macOS binaries: | r-devel (arm64): disaggregation_0.4.0.tgz, r-release (arm64): disaggregation_0.4.0.tgz, r-oldrel (arm64): disaggregation_0.4.0.tgz, r-devel (x86_64): disaggregation_0.4.0.tgz, r-release (x86_64): disaggregation_0.4.0.tgz, r-oldrel (x86_64): disaggregation_0.4.0.tgz |
| Old sources: | disaggregation archive |
Linking:
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