tedana.metrics.dependence.calculate_z_maps

calculate_z_maps(weights, z_max=8)

Calculate component-wise z-statistic maps.

This is done by z-scoring standardized parameter estimate maps and cropping extreme values.

Parameters:

• weights ((M x C) array_like) – Standardized parameter estimate maps for components.

• z_max (float, optional) – Maximum z-statistic, used to crop extreme values. Values in the z-statistic maps greater than this value are set to it.

Returns:

z_maps ((M x C) array_like) – Z-statistic maps for components, reflecting voxel-wise component loadings.