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MetaPCA: MetaPCA: Meta-analysis in the Dimension Reduction of Genomic data
MetaPCA implements simultaneous dimension reduction using PCA when multiple studies are combined. We propose two basic ideas to find a common PC subspace by eigenvalue maximization approach and angle minimization approach, and we extend the concept to incorporate Robust PCA and Sparse PCA in the meta-analysis realm.
Getting started
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Package details |
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| Author | Don Kang <donkang75@gmail.com> and George Tseng <ctseng@pitt.edu> |
| Maintainer | Don Kang <donkang75@gmail.com> |
| License | GPL-2 |
| Version | 0.1.4 |
| URL | https://github.com/donkang75/MetaPCA |
| Package repository | View on CRAN |
| Installation |
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