spatialAtomizeR: Spatial Analysis with Misaligned Data Using Atom-Based
Regression Models
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 providing results. All main functions return
S3 objects with print(), summary(), and plot() methods for intuitive result exploration.
Methods originally described in Mugglin et al. (2000) <doi:10.1080/01621459.2000.10474279>,
further investigated in Trevisani & Gelfand (2013), and applied in Nethery et al. (2023)
<doi:10.1101/2023.01.10.23284410>.
| Version: |
0.2.6 |
| Depends: |
R (≥ 4.0.0), nimble |
| Imports: |
sp, sf, spdep, MASS, raster, dplyr, tidyr, ggplot2, reshape2, coda, BiasedUrn, stats, utils, grDevices, methods |
| Suggests: |
testthat (≥ 3.0.0), knitr, rmarkdown |
| Published: |
2026-02-14 |
| 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 + file LICENSE |
| URL: |
https://github.com/bellayqian/spatialAtomizeR |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
spatialAtomizeR results |
Documentation:
Downloads:
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