The function 'qrpca' computes a QR based principal components analysis (PCA). Matrix operations use torch for efficiency. The function have the same interface as the 'prcomp' function from the 'stats' package, and return the result of the analysis as an object of class 'prcomp'. Details of the method can be found at Sharma, A., et al. (2013) <doi:10.1007/s13042-012-0131-7>.
Package details |
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Author | Rafael S. de Souza |
Maintainer | Rafael S. de Souza <drsouza@shao.ac.cn> |
License | MIT + file LICENSE |
Version | 0.1.0 |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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