HINT: Hierarchical Independent Component Analysis Toolbox
Model based estimation and hypothesis testing of covariate effects
Visualization windows to examine covariate effects, contrasts, and to compare sub-populations
Shi, R., & Guo, Y. (2016). Investigating differences in brain functional networks using hierarchical covariate-adjusted independent component analysis. The Annals of Applied Statistics, 10(4), 1930–1957. http://doi.org/10.1214/16-AOAS946
Video Tutorial: https://www.youtube.com/watch?v=tRl9UFbT...