primePCA: Projected Refinement for Imputation of Missing Entries in PCA

Implements the primePCA algorithm, developed and analysed in Zhu, Z., Wang, T. and Samworth, R. J. (2019) High-dimensional principal component analysis with heterogeneous missingness. <arXiv:1906.12125>.

Version: 1.0
Imports: softImpute, Matrix, MASS, methods
Published: 2019-07-02
Author: Ziwei Zhu, Tengyao Wang, Richard J. Samworth
Maintainer: Ziwei Zhu <ziweiz at umich.edu>
License: GPL-3
NeedsCompilation: no
In views: MissingData
CRAN checks: primePCA results

Downloads:

Reference manual: primePCA.pdf
Package source: primePCA_1.0.tar.gz
Windows binaries: r-devel: primePCA_1.0.zip, r-release: primePCA_1.0.zip, r-oldrel: primePCA_1.0.zip
OS X binaries: r-release: primePCA_1.0.tgz, r-oldrel: primePCA_1.0.tgz

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