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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 umich.edu>
License:GPL-3
NeedsCompilation:no
In views:MissingData
CRAN checks:primePCA results

Documentation:

Reference manual:primePCA.html ,primePCA.pdf

Downloads:

Package source: primePCA_1.2.tar.gz
Windows binaries: r-devel:primePCA_1.2.zip, r-release:primePCA_1.2.zip, r-oldrel:primePCA_1.2.zip
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

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=primePCAto link to this page.


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