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Implements the SPCAvRP algorithm, developed and analysed in "Sparse principal component analysis via random projections" Gataric, M., Wang, T. and Samworth, R. J. (2018) <arXiv:1712.05630>. The algorithm is based on the aggregation of eigenvector information from carefullyselected random projections of the sample covariance matrix.
Package details 


Author  Milana Gataric, Tengyao Wang and Richard J. Samworth 
Maintainer  Milana Gataric <[email protected]> 
License  GPL3 
Version  0.3 
URL  https://arxiv.org/abs/1712.05630 
Package repository  View on CRAN 
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