An Adaptive Sum of Powered Correlation Test (aSPC) for Global Association Between Two Random Vectors

The aSPC test is designed to test global association between two groups of variables potentially with moderate to high dimension (e.g. in hundreds). The aSPC is particularly useful when the association signals between two groups of variables are sparse.


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0.1.2 by Zhiyuan (Jason) Xu, 3 years ago

Browse source code at

Authors: Zhiyuan (Jason) Xu and Wei Pan

Documentation:   PDF Manual  

GPL-3 license

Imports mvtnorm, energy, stats

See at CRAN