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DESCRIPTION
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DESCRIPTION
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Package: glmpca
Title: Dimension Reduction of Non-Normally Distributed Data
Version: 0.2.0.9000
Description: Implements a generalized version of principal components analysis
(GLM-PCA) for dimension reduction of non-normally distributed data such as
counts or binary matrices.
Townes FW, Hicks SC, Aryee MJ, Irizarry RA (2019) <doi:10.1186/s13059-019-1861-6>.
Townes FW (2019) <arXiv:1907.02647>.
Authors@R: c(person("F. William", "Townes", email = "[email protected]",
role = c("aut", "cre", "cph")),
person("Kelly", "Street", email = "[email protected]", role="aut"),
person("Jake", "Yeung", email = "[email protected]", role="ctb"))
License: LGPL (>= 3) | file LICENSE
Depends:
R (>= 3.5),
Imports:
MASS,
methods,
stats,
utils
Suggests:
covr,
ggplot2,
knitr,
logisticPCA,
markdown,
Matrix,
testthat,
URL: https://github.com/willtownes/glmpca
BugReports: https://github.com/willtownes/glmpca/issues
Language: en-US
VignetteBuilder: knitr
LazyData: false
RoxygenNote: 7.1.1
Encoding: UTF-8