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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 |
| Reference manual: | primePCA.pdf |
| 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 |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.