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Fast spectral algorithms for differential analysis on large-scale correlation matrices of Li et. al. (2021) <arXiv:2111.03721> are implemented. The methods can identify a group of genes exhibiting differential correlation patterns between two groups. For high-dimensional matrices, compressed spectral screening methods are also provided based on random subsampling. The work to build this package is partially supported by the NSF grant DMS-2015298.
Package details |
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Author | Tianxi Li and Xiwei Tang |
Maintainer | Tianxi Li <tianxili@virginia.edu> |
License | GPL (>= 2) |
Version | 0.5 |
Package repository | View on CRAN |
Installation |
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