The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
In high-dimensional settings: Estimate the number of distant spikes based on the Generalized Spiked Population (GSP) model. Estimate the population eigenvalues, angles between the sample and population eigenvectors, correlations between the sample and population PC scores, and the asymptotic shrinkage factors. Adjust the shrinkage bias in the predicted PC scores. Dey, R. and Lee, S. (2019) <doi:10.1016/j.jmva.2019.02.007>.
| Version: | 1.1.5 |
| Depends: | R (≥ 3.0.0) |
| Imports: | lpSolve, boot |
| Published: | 2021-01-13 |
| DOI: | 10.32614/CRAN.package.hdpca |
| Author: | Rounak Dey, Seunggeun Lee |
| Maintainer: | Rounak Dey <deyrnk at umich.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | hdpca results |
| Reference manual: | hdpca.pdf |
| Package source: | hdpca_1.1.5.tar.gz |
| Windows binaries: | r-devel: hdpca_1.1.5.zip, r-release: hdpca_1.1.5.zip, r-oldrel: hdpca_1.1.5.zip |
| macOS binaries: | r-release (arm64): hdpca_1.1.5.tgz, r-oldrel (arm64): hdpca_1.1.5.tgz, r-release (x86_64): hdpca_1.1.5.tgz, r-oldrel (x86_64): hdpca_1.1.5.tgz |
| Old sources: | hdpca archive |
Please use the canonical form https://CRAN.R-project.org/package=hdpca to link to this page.
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.