There are 2 repositories under variance-decomposition topic.
Insight & Inference for DVARS: 3-part variance decomposition, gives units & p-values to DVARS measures as well as spatiotemporal rs-fMRI diagnostic.
A framework for group-based screening of large parameter spaces.