spectralbrain.statistics#

SpectralBrain statistics — EDA, frequentist, Bayesian, normative, surrogates, clustering.

Modules

analysis

Statistical analysis toolkit for spectral morphometry.

atlas_stats

Cluster-vs-atlas comparison statistics.

bayesian

Bayesian statistical models for spectral morphometry.

clustering

Spectral-descriptor clustering for brain surface meshes.

ddcrp

Distance-dependent Chinese Restaurant Process (ddCRP) clustering.

eda

Exploratory data analysis and quality control for spectral morphometry.

landmarking

Morphometric Gaussian Process (M-GP) active-learning landmarking.

normative

Normative modeling, harmonization, and non-inferiority testing.

surrogates

Surrogate data, null models, and synthetic data generators.