O-statistics, or overlap statistics, measure the degree of community-level trait overlap. They are estimated by fitting nonparametric kernel density functions to each species’ trait distribution and calculating their areas of overlap. For instance, the median pairwise overlap for a community is calculated by first determining the overlap of each species pair in trait space, and then taking the median overlap of each species pair in a community. This median overlap value is called the O-statistic (O for overlap). The Ostats() function calculates separate univariate overlap statistics for each trait, while the Ostats_multivariate() function calculates a single multivariate overlap statistic for all traits. O-statistics can be evaluated against null models to obtain standardized effect sizes. 'Ostats' is part of the collaborative Macrosystems Biodiversity Project "Local- to continental-scale drivers of biodiversity across the National Ecological Observatory Network (NEON)." For more information on this project, see the Macrosystems Biodiversity Website (<https://neon-biodiversity.github.io/>). Calculation of O-statistics is described in Read et al. (2018) <doi:10.1111/ecog.03641>, and a teaching module for introducing the underlying biological concepts at an undergraduate level is described in Grady et al. (2018) <http://tiee.esa.org/vol/v14/issues/figure_sets/grady/abstract.html>.
| Version: | 0.2.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | sfsmisc, matrixStats, circular, hypervolume, ggplot2, gridExtra, viridis, grid, MASS |
| Suggests: | testthat (≥ 2.1.0), knitr, rmarkdown |
| Published: | 2022-09-12 |
| DOI: | 10.32614/CRAN.package.Ostats |
| Author: | Quentin D. Read [aut, cre], Arya Yue [aut], Isadora E. Fluck [aut], Benjamin Baiser [aut], John M. Grady [aut], Phoebe L. Zarnetske [aut], Sydne Record [aut] |
| Maintainer: | Quentin D. Read <quentin.read at usda.gov> |
| BugReports: | https://github.com/NEON-biodiversity/Ostats/issues |
| License: | MIT + file LICENSE |
| URL: | https://neon-biodiversity.github.io/Ostats/ |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | Ostats results |
| Reference manual: | Ostats.pdf |
| Vignettes: |
Ostats multivariate-Ostats |
| Package source: | Ostats_0.2.0.tar.gz |
| Windows binaries: | r-devel: Ostats_0.2.0.zip, r-release: Ostats_0.2.0.zip, r-oldrel: Ostats_0.2.0.zip |
| macOS binaries: | r-release (arm64): Ostats_0.2.0.tgz, r-oldrel (arm64): Ostats_0.2.0.tgz, r-release (x86_64): Ostats_0.2.0.tgz, r-oldrel (x86_64): Ostats_0.2.0.tgz |
| Old sources: | Ostats archive |
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