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neuromapr  

Spatial Null Models and Transforms for Brain Map Comparison
View on CRAN: Click here


Download and install neuromapr package within the R console
Install from CRAN:
install.packages("neuromapr")

Install from Github:
library("remotes")
install_github("cran/neuromapr")

Install by package version:
library("remotes")
install_version("neuromapr", "0.2.1")



Attach the package and use:
library("neuromapr")
Maintained by
Athanasia Mo Mowinckel
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-27
Latest Update: 2026-02-27
Description:
Implements spatial null models and coordinate-space transformations for statistical comparison of brain maps, following the framework described in Markello et al. (2022) <doi:10.1038/s41592-022-01625-w>. Provides variogram-matching surrogates (Burt et al. 2020), Moran spectral randomization (Wagner & Dray 2015), and spin-based permutation tests (Alexander-Bloch et al. 2018). Includes an R interface to the 'neuromaps' annotation registry for browsing, downloading, and comparing brain map annotations from the Open Science Framework ('OSF'). Integrates with 'ciftiTools' for coordinate-space transforms.
How to cite:
Athanasia Mo Mowinckel (2026). neuromapr: Spatial Null Models and Transforms for Brain Map Comparison. R package version 0.2.1, https://cran.r-project.org/web/packages/neuromapr. Accessed 11 Mar. 2026.
Previous versions and publish date:
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