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DESCRIPTION
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DESCRIPTION
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Package: propr
Title: An R package to calculate proportionality and other measures for compositional data
Version: 5.1.4
URL: https://github.com/tpq/propr
BugReports: https://github.com/tpq/propr/issues
Authors@R: c(
person("Thomas", "Quinn", email = "[email protected]", role = c("aut", "cre")),
person("Suzanne", "Jin", email = "[email protected]", role = "aut"),
person("Ionas", "Erb", email = "[email protected]", role = "aut"),
person("David", "Lovell", email = "[email protected]", role = "aut"),
person("Anders", "Bilgrau", email = "[email protected]", role = "ctb"),
person("Greg", "Gloor", email = "[email protected]", role = "ctb"),
person("Ryan", "Moore", email = "[email protected]", role = "ctb")
)
Description: The bioinformatic evaluation of gene co-expression often begins with
correlation-based analyses. However, conventional correlation measures lack validity
when applied to compositional data, including count data generated by next-generation
sequencing. Here we implemented valid alternatives for measuring association between
vectors of compositional data. These include several metrics for proportionality, such as
phi [Lovell et al (2015) <DOI:10.1371/journal.pcbi.1004075>] and
rho [Erb and Notredame (2016) <DOI:10.1007/s12064-015-0220-8>]. It also implements a
regularized version of logratio partial correlations [Jin et al (2023) <DOI:10.57645/20.8080.02.8>].
Moreover, this package implements several metrics for
differential proportionality [Erb et al (2017) <DOI:10.1101/134536>].
License: GPL-2
LazyData: true
VignetteBuilder: knitr
RoxygenNote: 7.3.2
Encoding: UTF-8
Depends:
methods,
R (>= 3.2.2)
Imports:
corpcor,
ppcor,
Rcpp,
stats
Suggests:
ALDEx2,
fastcluster,
knitr,
limma,
parallel,
rmarkdown,
testthat (>= 3.0.0),
vegan
LinkingTo:
Rcpp
Config/testthat/edition: 3