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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Reference manual

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install.packages("aSPC")

0.1.2 by Zhiyuan (Jason) Xu, 2 years ago


Browse source code at https://github.com/cran/aSPC


Authors: Zhiyuan (Jason) Xu and Wei Pan


Documentation:   PDF Manual  


GPL-3 license


Imports mvtnorm, energy, stats


See at CRAN