Integral Analysis of Diversity Based on Hill Numbers
Overview
Measures and compares the diversity of biological communities (e.g. tables of operational taxonomic units (OTUs), amplicon sequence variants (ASVs) or metagenome-assembled genomes (MAGs)) based on Hill numbers, in a unified framework for neutral, phylogenetic and functional diversity measurement, diversity partitioning, (dis)similarity measurement, diversity profiles, evenness, redundancy and attribution of Hill power-sum weight to taxa and sets. The statistical framework encompasses richness, Shannon and Simpson diversity, Faith's phylogenetic diversity (PD), Rao's quadratic entropy and Sorensen- and UniFrac-type dissimilarities, all grounded in a single Hill-number framework. Methods are described in Jost (2007) doi:10.1890/06-1736.1, Chao et al. (2010) doi:10.1098/rstb.2010.0272, Chiu et al. (2014) doi:10.1890/12-0960.1 and reviewed in Alberdi & Gilbert (2019) doi:10.1111/1755-0998.13014. Optional import adapters interoperate with the Bioconductor packages 'phyloseq', 'SummarizedExperiment' and 'TreeSummarizedExperiment', which are available from https://bioconductor.org.
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Package metadata
- First published
- 2026-10-06
- Total releases
- 2 / 1 yrs
- License
- GPL-3 OSI
- Minimum R
- ≥ 4.1.0
- Bundled data
- 1.7 KB / 3 files
- Download size
- 68 KB
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