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PEtests - R package
The package implements several two-sample power-enhanced mean tests, covariance tests, and simultaneous tests on mean vectors and covariance matrices for high-dimensional data.
Yu, X., Li, D., and Xue, L. (2022). Fisher’s combined probability test for high-dimensional covariance matrices. Journal of the American Statistical Association, (in press):1–14. DOI: 10.1080/01621459.2022.2126781
Yu, X., Li, D., Xue, L., and Li, R. (2022). Power-enhanced simultaneous test of high-dimensional mean vectors and covariance matrices with application to gene-set testing. Journal of the American Statistical Association, (in press):1–14. DOI: 10.1080/01621459.2022.2061354
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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