Spatio-Temporal Disaggregation for Maps with Changing Areal Boundaries


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Documentation for package ‘DAST’ version 0.1.0

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disag_model_mmap Fit a multi-map disaggregation model (via AGHQ, TMB, or MCMC)
disag_model_mmap_aghq Fit a multi-map disaggregation model via TMB + AGHQ
disag_model_mmap_mcmc Fit a multi-map disaggregation model via tmbstan MCMC
disag_model_mmap_tmb Fit a multi-map disaggregation model via TMB
get_priors Get Default Prior Values for Disaggregation Model
make_model_object_mmap Build the TMB ADFun object for multi-map disaggregation
plot.disag_data_mmap Visual summary plot of prepared data
plot_aggregation_raster Plot the offset raster
plot_covariate_raster Plot a single covariate raster
plot_mesh Plot the SPDE mesh with custom outer/inner boundaries
plot_polygons Plot polygon response data
predict.disag_model_mmap_aghq Predict mean & credible intervals for AGHQ-fitted disaggregation model
predict.disag_model_mmap_mcmc Prediction guard for MCMC-fitted multi-map disaggregation models
predict.disag_model_mmap_tmb Predict for Multi-Map Disaggregation Model fit with TMB
prepare_data_mmap Prepare multi-map disaggregation data
print.disag_data_mmap Print method for 'disag_data_mmap' objects
print.disag_model_mmap_aghq Print method for 'disag_model_mmap_aghq' objects
print.disag_model_mmap_mcmc Print method for 'disag_model_mmap_mcmc' objects
print.summary.disag_model_mmap_aghq Print method for 'summary.disag_model_mmap_aghq' objects (direct approach)
print.summary.disag_model_mmap_mcmc Print method for 'summary.disag_model_mmap_mcmc' objects
summary.disag_data_mmap Summary function for disag_data_mmap objects
summary.disag_model_mmap_aghq Summary method for 'disag_model_mmap_aghq' objects (direct approach)
summary.disag_model_mmap_mcmc Summary method for 'disag_model_mmap_mcmc' objects