Package: GeoAdjust 2.0.0

Umut Altay

GeoAdjust: Accounting for Random Displacements of True GPS Coordinates of Data

The purpose is to account for the random displacements (jittering) of true survey household cluster center coordinates in geostatistical analyses of Demographic and Health Surveys program (DHS) data. Adjustment for jittering can be implemented either in the spatial random effect, or in the raster/distance based covariates, or in both. Detailed information about the methods behind the package functionality can be found in two preprints. Umut Altay, John Paige, Andrea Riebler, Geir-Arne Fuglstad (2022) <arxiv:2202.11035v2>. Umut Altay, John Paige, Andrea Riebler, Geir-Arne Fuglstad (2022) <arxiv:2211.07442v1>.

Authors:Umut Altay [cre, aut], John Paige [aut], Geir-Arne Fuglstad [aut], Andrea Riebler [aut]

GeoAdjust_2.0.0.tar.gz
GeoAdjust_2.0.0.tar.gz(r-4.5-noble)GeoAdjust_2.0.0.tar.gz(r-4.4-noble)
GeoAdjust_2.0.0.tgz(r-4.4-emscripten)GeoAdjust_2.0.0.tgz(r-4.3-emscripten)
GeoAdjust.pdf |GeoAdjust.html✨
GeoAdjust/json (API)
NEWS

# Install 'GeoAdjust' in R:
install.packages('GeoAdjust', repos = 'https://cloud.r-project.org')
Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

1.70 score 236 downloads 6 exports 84 dependencies

Last updated 2 years agofrom:87aaae92a7. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 24 2025
R-4.5-linux-x86_64OKMar 24 2025
R-4.4-linux-x86_64OKMar 24 2025

Exports:estimateModelgridCountrymeshCountryplotPredpredResprepareInput

Dependencies:bitbit64bootclassclassIntclicliprcolorspacecpp11crayondata.tableDBIdeldirdotCall64dplyre1071fansifarverfieldsfmesherforcatsgenericsggplot2ggridgesgluegridExtragtablehavenhmsisobandKernSmoothlabelinglatticelifecyclemagrittrmapsMASSMatrixmgcvminqamitoolsmunsellnlmenumDerivpillarpkgconfigplyrprettyunitsprogressproxyR6RColorBrewerRcppRcppArmadilloRcppEigenreadrreshape2rlangs2scalessfshadowtextspspamspDataspdepstringistringrSUMMERsurveysurvivalterratibbletidyselectTMBtzdbunitsutf8vctrsviridisviridisLitevroomwithrwk

Citation

To cite GeoAdjust in publications, please use:

Umut Altay, John Paige, Andrea Riebler and Geir-Arne Fuglstad (2022), Jittering Impacts Raster- and Distance-based Geostatistical Analyses of DHS Data, url:https://arxiv.org/abs/2211.07442

Corresponding BibTeX entry: 

  @Article{,
    title = {Jittering Impacts Raster- and Distance-based
      Geostatistical Analyses of DHS Data},
    author = {Umut Altay and John Paige and Andrea Riebler and
      Geir-Arne Fuglstad},
    journal = {arXiv},
    year = {2022},
    url = {https://arxiv.org/abs/2211.07442},
  }

Readme and manuals

GeoAdjust

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.

Installation

Please use the code below to install the package.

install.packages("GeoAdjust")

Citation

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}
}

Usage

The package functionality and the examples are explained in detail in our paper "GeoAdjust: Adjusting for Positional Uncertainty in Geostatistial Analysis of DHS Data".