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aSPC  

An Adaptive Sum of Powered Correlation Test (aSPC) for Global Association Between Two Random Vectors
View on CRAN: Click here


Download and install aSPC package within the R console
Install from CRAN:
install.packages("aSPC")

Install from Github:
library("remotes")
install_github("cran/aSPC")

Install by package version:
library("remotes")
install_version("aSPC", "0.1.2")



Attach the package and use:
library("aSPC")
Maintained by
Zhiyuan Jason Xu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-04-27
Latest Update: 2023-08-18
Description:
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.
How to cite:
Zhiyuan Jason Xu (2017). aSPC: An Adaptive Sum of Powered Correlation Test (aSPC) for Global Association Between Two Random Vectors. R package version 0.1.2, https://cran.r-project.org/web/packages/aSPC. Accessed 21 Dec. 2024.
Previous versions and publish date:
0.1.2 (2017-04-27 18:12)
Other packages that cited aSPC R package
View aSPC citation profile
Other R packages that aSPC depends, imports, suggests or enhances
Functions, R codes and Examples using the aSPC R package
Some associated functions: My_DCOR . aSPC . aSPC_dcor2 . dcor_list2 . dcor_mat . get_doublyCenterDist . 
Some associated R codes: My_DCOR.R . aSPC.R . aSPC_dcor2.R . cor_mat.R . dcor_list2.R . get_doublyCenterDist.R .  Full aSPC package functions and examples
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