PoissonPCA: Poisson-Noise Corrected PCA

For a multivariate dataset with independent Poisson measurement error, calculates principal components of transformed latent Poisson means. T. Kenney, T. Huang, H. Gu (2019) <arXiv:1904.11745>.

Version: 1.0.3
Depends: R (≥ 3.2.3)
Published: 2021-08-17
Author: Toby Kenney [aut, cre], Tianshu Huang [aut]
Maintainer: Toby Kenney <tkenney at mathstat.dal.ca>
License: GPL-3
NeedsCompilation: yes
Citation: PoissonPCA citation info
CRAN checks: PoissonPCA results

Documentation:

Reference manual: PoissonPCA.pdf
Vignettes: totalcovariance

Downloads:

Package source: PoissonPCA_1.0.3.tar.gz
Windows binaries: r-devel: PoissonPCA_1.0.3.zip, r-devel-UCRT: PoissonPCA_1.0.3.zip, r-release: PoissonPCA_1.0.3.zip, r-oldrel: PoissonPCA_1.0.3.zip
macOS binaries: r-release (arm64): PoissonPCA_1.0.3.tgz, r-release (x86_64): PoissonPCA_1.0.3.tgz, r-oldrel: PoissonPCA_1.0.3.tgz
Old sources: PoissonPCA archive

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