fastCorrDiff: Fast Differential Correlation Matrix Screening
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.
||Matrix, irlba, plyr
||Tianxi Li and Xiwei Tang
||Tianxi Li <tianxili at virginia.edu>
||GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
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