Implements atom-based regression models (ABRM) for analyzing spatially misaligned data. Provides functions for simulating misaligned spatial data, preparing NIMBLE model inputs, running MCMC diagnostics, and comparing different spatial analysis methods including dasymetric mapping. All main functions return S3 objects with print(), summary(), and plot() methods for intuitive result exploration. Methods are described in Nethery et al. (2023) <doi:10.1101/2023.01.10.23284410>. Further methodological details and software implementation are described in Qian et al. (in review).
| Version: | 0.2.3 |
| Depends: | R (≥ 4.0.0) |
| Imports: | sp,sf,spdep,MASS,raster,dplyr,tidyr,ggplot2,reshape2,nimble,coda,BiasedUrn, stats, utils, grDevices, methods |
| Suggests: | testthat (≥ 3.0.0),knitr,rmarkdown |
| Published: | 2025-12-10 |
| DOI: | 10.32614/CRAN.package.spatialAtomizeR |
| Author: | Yunzhe Qian [aut, cre], Rachel Nethery [aut], Nancy Krieger [ctb] (Contributed to the project conceptualization and manuscript), Nykesha Johnson [ctb] (Contributed to the project conceptualization and manuscript) |
| Maintainer: | Yunzhe Qian <qyzanemos at gmail.com> |
| BugReports: | https://github.com/bellayqian/spatialAtomizeR/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/bellayqian/spatialAtomizeR |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | spatialAtomizeR results |