MANOVA Iteration for Voxel Sets

Usage

manova_iterate(
  mod_spec,
  vox_list,
  ids = 1:length(vox_list),
  batch_size = as.integer(0.1 * length(ids)),
  permute = FALSE
)

Arguments

mod_spec

A mvpa_model object representing the model specification.

vox_list

A list of voxel indices or coordinates.

ids

A vector of IDs for each voxel set.

batch_size

An integer specifying the batch size for processing (default is 10

permuteA logical indicating whether to permute the voxel sets (default is FALSE).

A data.frame containing the MANOVA results for each voxel set.

This function runs a MANOVA analysis for each of a list of voxel sets.

Langsrud, O. (2000). Fifty-fifty MANOVA: multivariate analysis of variance for collinear responses. Proceedings of The Industrial Statistics in Action, 2000(2), 250-264.