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DESCRIPTION
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DESCRIPTION
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Package: ordr
Title: A Tidyverse Extension for Ordinations and Biplots
Version: 0.1.1.0001
Authors@R: c(
person("Jason Cory", "Brunson", email = "[email protected]",
role = c("aut", "cre"), comment = c(ORCID = "0000-0003-3126-9494")),
person("Emily", "Paul", email = "[email protected]",
role = "ctb"),
person("John", "Gracey", email = "[email protected]",
role = "aut")
)
Description: Ordination comprises several multivariate exploratory and
explanatory techniques with theoretical foundations in geometric data
analysis; see Podani (2000, ISBN:90-5782-067-6) for techniques and
applications and Le Roux & Rouanet (2005) <doi:10.1007/1-4020-2236-0> for
foundations.
Greenacre (2010, ISBN:978-84-923846) shows how the most established of
these, including principal components analysis, correspondence analysis,
multidimensional scaling, factor analysis, and discriminant analysis,
rely on eigen-decompositions or singular value decompositions of
pre-processed numeric matrix data.
These decompositions give rise to a set of shared coordinates along which
the row and column elements can be measured. The overlay of their
scatterplots on these axes, introduced by Gabriel (1971)
<doi:10.1093/biomet/58.3.453>, is called a biplot.
'ordr' provides inspection, extraction, manipulation, and visualization
tools for several popular ordination classes supported by a set of recovery
methods. It is inspired by and designed to integrate into 'tidyverse'
workflows provided by Wickham et al (2019) <doi:10.21105/joss.01686>.
Depends:
R (>= 3.3.0),
ggplot2
Imports:
rlang,
stringr,
tidyselect,
scales,
generics,
magrittr,
tibble,
tidyr,
dplyr,
purrr,
labeling,
ggrepel,
Suggests:
testthat,
sessioninfo,
gridExtra,
MASS,
mlpack,
knitr,
rmarkdown
License: GPL-3
Encoding: UTF-8
LazyData: true
URL: https://github.com/corybrunson/ordr, https://corybrunson.github.io/ordr/
BugReports: https://github.com/corybrunson/ordr/issues
RoxygenNote: 7.3.2
Roxygen: list(markdown = TRUE)
Collate:
'aaa-.r'
'biplot-key.r'
'biplot.r'
'data.r'
'dplyr-verbs.r'
'utils.r'
'ord-recoverers.r'
'ord-augmentation.r'
'ord-conference.r'
'ord-tbl.r'
'fun-lda.r'
'fun-lra.r'
'fun-wrap.r'
'geom-axis.r'
'geom-intervals.r'
'geom-isoline.r'
'geom-origin.r'
'geom-text-radiate.r'
'geom-utils.r'
'geom-vector.r'
'methods-base-eigen.r'
'methods-base-svd.r'
'methods-mass-correspondence.r'
'methods-mass-lda.r'
'methods-mass-mca.r'
'methods-ordr-lra.r'
'methods-stats-cancor.r'
'methods-stats-cmds.r'
'methods-stats-factanal.r'
'methods-stats-kmeans.r'
'methods-stats-lm.r'
'methods-stats-prcomp.r'
'methods-stats-princomp.r'
'ord-annotation.r'
'ord-format.r'
'ord-negation.r'
'ord-plot.r'
'ord-supplementation.r'
'ord-tidiers.r'
'ordinate.r'
'ordr.r'
'stat-center.r'
'stat-chull.r'
'stat-cone.r'
'stat-matrix.r'
'stat-scale.r'
'stat-spantree.r'
'themes.r'
'zzz-biplot-geoms.r'
'zzz-biplot-stats.r'
'zzz.r'
VignetteBuilder: knitr