Overview | Example | References
Package: gambin 2.5.0
gambin: Fit the Gambin Model to Species Abundance Distributions
Fits unimodal and multimodal gambin distributions to species-abundance distributions from ecological data, as in in Matthews et al. (2014) <doi:10.1111/ecog.00861>. 'gambin' is short for 'gamma-binomial'. The main function is fit_abundances(), which estimates the 'alpha' parameter(s) of the gambin distribution using maximum likelihood. Functions are also provided to generate the gambin distribution and for calculating likelihood statistics.
Authors:
gambin_2.5.0.tar.gz
gambin_2.5.0.zip(r-4.7)gambin_2.5.0.zip(r-4.6)gambin_2.5.0.zip(r-4.5)
gambin_2.5.0.tgz(r-4.6-any)gambin_2.5.0.tgz(r-4.5-any)
gambin_2.5.0.tar.gz(r-4.7-any)gambin_2.5.0.tar.gz(r-4.6-any)
gambin_2.5.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
gambin/json (API)
| # Install 'gambin' in R: |
| install.packages('gambin', repos = c('https://txm676.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/txm676/gambin/issues
Datasets:
Last updated from:3d459f51ef. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 138 | ||
| source / vignettes | OK | 189 | ||
| linux-release-x86_64 | OK | 129 | ||
| macos-release-arm64 | OK | 87 | ||
| macos-oldrel-arm64 | OK | 101 | ||
| windows-devel | OK | 87 | ||
| windows-release | OK | 69 | ||
| windows-oldrel | OK | 89 | ||
| wasm-release | OK | 96 |
Exports:AICccreate_octavesdeconstruct_modesdgambinfit_abundancesfitGambingambin_expmult_abundancespgambinqgambinrgambin
Dependencies:codetoolsdoParallelforeachgtoolsiterators
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit the gambin model to species abundance distributions | gambin-package gambin |
| Likelihood statistics for the GamBin model | AIC.gambin AICc AICc.gambin BIC.gambin logLik.gambin |
| Simulated bird SAD dataset with species classification data | categ |
| Reclassify a vector of species' abundances into abundance octaves | create_octaves |
| Deconstruct a multimodal gambin model fit | deconstruct_modes |
| The mixture gambin distribution | dgambin gambin_exp pgambin qgambin rgambin |
| Fit a unimodal or multimodal gambin model to a species abundance distribution | fitGambin fit_abundances |
| Brazilian Horse Fly Data | fly |
| Williams' Rothamsted moth data | moths |
| Fit a unimodal gambin model to multiple species abundance distributions | mult_abundances |
| Summarising the results of a gambin model fit | summary.gambin |
