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. <doi:10.48550/arXiv.1906.12125>.

Version: 1.2
Imports: softImpute, Matrix, MASS, methods
Published: 2021-08-05
DOI: 10.32614/CRAN.package.primePCA
Author: Ziwei Zhu, Tengyao Wang, Richard J. Samworth
Maintainer: Ziwei Zhu <ziweiz at>
License: GPL-3
NeedsCompilation: no
In views: MissingData
CRAN checks: primePCA results


Reference manual: primePCA.pdf


Package source: primePCA_1.2.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): primePCA_1.2.tgz, r-oldrel (arm64): primePCA_1.2.tgz, r-release (x86_64): primePCA_1.2.tgz, r-oldrel (x86_64): primePCA_1.2.tgz
Old sources: primePCA archive


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