Package: breakaway 4.8.4
breakaway: Species Richness Estimation and Modeling
Understanding the drivers of microbial diversity is an important frontier of microbial ecology, and investigating the diversity of samples from microbial ecosystems is a common step in any microbiome analysis. 'breakaway' is the premier package for statistical analysis of microbial diversity. 'breakaway' implements the latest and greatest estimates of species richness, described in Willis and Bunge (2015) <doi:10.1111/biom.12332>, Willis et al. (2017) <doi:10.1111/rssc.12206>, and Willis (2016) <arxiv:1604.02598>, as well as the most commonly used estimates, including the objective Bayes approach described in Barger and Bunge (2010) <doi:10.1214/10-BA527>.
Authors:
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breakaway.pdf |breakaway.html✨
breakaway/json (API)
# Install 'breakaway' in R: |
install.packages('breakaway', repos = c('https://adw96.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/adw96/breakaway/issues
- apples - (Data) Frequency count table of soil microbes in an apples orchard.
- hawaii - (Data) Frequency count table of soil microbes in Hawaii.
- pasolli_et_al - (Data) Data frame of covariate information about pasolli_et_al.
- soil_phylo - (Data) Data frame of soil data from whitman_et_al.
- toy_metadata - (Data) Data frame of covariate information about toy_otu_table.
- toy_otu_table - (Data) A toy OTU table.
- toy_taxonomy - (Data) The taxonomy of the OTUs in 'toy_otu_table'.
Last updated 11 months agofrom:6d3c912963. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 26 2024 |
R-4.5-win | OK | Oct 26 2024 |
R-4.5-linux | OK | Oct 26 2024 |
R-4.4-win | OK | Oct 26 2024 |
R-4.4-mac | OK | Oct 26 2024 |
R-4.3-win | OK | Oct 26 2024 |
R-4.3-mac | OK | Oct 26 2024 |
Exports:%>%alpha_estimatealpha_estimatesbettabetta_lincombetta_picbetta_randombreakawaybreakaway_nof1build_frequency_count_tableschao_bungechao_shenchao1chao1_bcconvertF_testgood_turingkempmake_design_matrixmake_frequency_count_tableobjective_bayes_geometricobjective_bayes_mixedgeoobjective_bayes_negbinobjective_bayes_poissonpoisson_modelpoisson_model_nof1proportions_insteadrnbinomtablerztnbinomtablesample_inverse_simpsonsample_richnesssample_shannonsample_shannon_esample_simpsonsample_size_estimatesample_size_figuretest_submodeltrue_ginitrue_hilltrue_inverse_simpsontrue_shannontrue_shannon_etrue_simpsonwlrm_transformedwlrm_untransformed
Dependencies:ade4apeaskpassBiobaseBiocGenericsbiomformatBiostringsbootcliclustercodetoolscolorspacecpp11crayoncurldata.tabledigestfansifarverforeachGenomeInfoDbGenomeInfoDbDataggplot2gluegtablehttrigraphIRangesisobanditeratorsjsonlitelabelinglatticelifecyclelme4magrittrMASSMatrixmgcvmimeminqamulttestmunsellnlmenloptropensslpermutephyloseqpillarpixmappkgconfigplyrR6RColorBrewerRcppRcppArmadilloRcppEigenreshape2rhdf5rhdf5filtersRhdf5librlangS4VectorsscalesspstringistringrsurvivalsystibbleUCSC.utilsutf8vctrsveganviridisLitewithrXVectorzlibbioc
Getting started with breakaway
Rendered frombreakaway.Rmd
usingknitr::rmarkdown
on Oct 26 2024.Last update: 2022-10-04
Started: 2017-09-21
Introduction to diversity estimation
Rendered fromintro-diversity-estimation.Rmd
usingknitr::rmarkdown
on Oct 26 2024.Last update: 2022-11-22
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Introduction to hypothesis testing for diversity
Rendered fromdiversity-hypothesis-testing.Rmd
usingknitr::rmarkdown
on Oct 26 2024.Last update: 2022-11-22
Started: 2019-08-15