neuromapr: Spatial Null Models and Transforms for Brain Map Comparison
Abstract
Implements spatial null models and coordinate-space transformations for statistical comparison of brain maps, following the framework described in Markello et al. (2022) . 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.
Fields of Study & Subjects
Functional Brain Connectivity Studies
Spatial and Panel Data Analysis
Point processes and geometric inequalities
Publication details
- Publication date
- 27 February 2026
- Language
- EN
- Document type
- Dataset