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) .


Reference manual

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install.packages("disaggregation")

0.4.1 by Tim Lucas, a year ago


Browse source code at https://github.com/cran/disaggregation


Authors: Anita Nandi [aut] , Tim Lucas [aut, cre] , Rohan Arambepola [aut] , Andre Python [aut] , Simon Smart [ctb]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports splancs, Matrix, stats, TMB, dplyr, ggplot2, cowplot, rSPDE, sparseMVN, fmesher, tidyterra, terra, sf, utils

Suggests testthat, knitr, rmarkdown, SpatialEpi

Linking to TMB, RcppEigen

System requirements: GNU make


Imported by DAST.


See at CRAN