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spatialAtomizeR

Spatial Analysis with Misaligned Data Using Atom-Based Regression Models

v0.2.7 · Mar 8, 2026 · MIT + file LICENSE

Description

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>.

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installed package size

  installed size is  5.1Mb
  sub-directories of 1Mb or more:
    extdata   2.6Mb
    help      1.5Mb
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NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  5.1Mb
  sub-directories of 1Mb or more:
    extdata   2.6Mb
    help      1.5Mb
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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is  5.1Mb
  sub-directories of 1Mb or more:
    extdata   2.6Mb
    help      1.5Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  5.1Mb
  sub-directories of 1Mb or more:
    extdata   2.6Mb
    help      1.5Mb

Dependency Network

Dependencies Reverse dependencies nimble sp sf spdep MASS dplyr tidyr ggplot2 reshape2 coda BiasedUrn raster spatialAtomizeR

Version History

new 0.2.7 Mar 9, 2026