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The R package GeoAdjust is constructed to implement empirical Bayesian geostatistical inference for DHS household survey data sets under positional uncertainty of household cluster centers.
Please use the code below to install the package.
install.packages("GeoAdjust")To cite the GeoAdjust package in publications use
@article{altay2022covariates,
title={Jittering Impacts Raster- and Distance-based Geostatistical Analyses of DHS Data},
author={Altay, Umut and Paige, John and Riebler, Andrea and Fuglstad, Geir-Arne},
journal={arXiv preprint arXiv:2202.07442v1},
year={2022}
}The package functionality and the examples are explained in detail in our paper “GeoAdjust: Adjusting for Positional Uncertainty in Geostatistial Analysis of DHS Data”.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.