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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.
Getting started
Browse package contents
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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