Package: spatialAtomizeR 0.2.8

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>.

Authors:Yunzhe Qian [aut, cre], Rachel Nethery [aut], Nancy Krieger [ctb], Nykesha Johnson [ctb]

spatialAtomizeR_0.2.8.tar.gz
spatialAtomizeR_0.2.8.zip(r-4.7)spatialAtomizeR_0.2.8.zip(r-4.6)spatialAtomizeR_0.2.8.zip(r-4.5)
spatialAtomizeR_0.2.8.tgz(r-4.6-any)spatialAtomizeR_0.2.8.tgz(r-4.5-any)
spatialAtomizeR_0.2.8.tar.gz(r-4.7-any)spatialAtomizeR_0.2.8.tar.gz(r-4.6-any)
spatialAtomizeR_0.2.8.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
spatialAtomizeR/json (API)
NEWS

# Install 'spatialAtomizeR' in R:
install.packages('spatialAtomizeR', repos = c('https://bellayqian.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/bellayqian/spatialatomizer/issues

On CRAN:

Conda:

4.54 score 5 stars 3 scripts 503 downloads 11 exports 58 dependencies

Last updated from:cedaf0023e. Checks:7 WARNING, 1 ERROR, 1 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING286
source / vignettesERROR225
linux-release-x86_64WARNING267
macos-release-arm64WARNING239
macos-oldrel-arm64WARNING294
windows-develWARNING233
windows-releaseWARNING250
windows-oldrelWARNING227
wasm-releaseOK145

Exports:biasedUrn_rmfncdmfnchypggen_correlated_spatget_abrm_modelregister_nimble_distributionsrmfnchypgRmfnchypgrun_abrmrun_nimble_modelsimulate_misaligned_datawaic

Dependencies:BiasedUrnbootclassclassIntclicodacpp11DBIdeldirdplyre1071farvergenericsggplot2gluegtableigraphisobandKernSmoothlabelinglatticelifecyclemagrittrMASSMatrixnimblenumDerivpillarpkgconfigplyrpracmaproxypurrrR6rasterRColorBrewerRcppreshape2rlangs2S7scalessfspspDataspdepstringistringrterratibbletidyrtidyselectunitsutf8vctrsviridisLitewithrwk