Package: GUniFrac 1.8
Jun Chen
GUniFrac: Generalized UniFrac Distances, Distance-Based Multivariate Methods and Feature-Based Univariate Methods for Microbiome Data Analysis
A suite of methods for powerful and robust microbiome data analysis including data normalization, data simulation, community-level association testing and differential abundance analysis. It implements generalized UniFrac distances, Geometric Mean of Pairwise Ratios (GMPR) normalization, semiparametric data simulator, distance-based statistical methods, and feature-based statistical methods. The distance-based statistical methods include three extensions of PERMANOVA: (1) PERMANOVA using the Freedman-Lane permutation scheme, (2) PERMANOVA omnibus test using multiple matrices, and (3) analytical approach to approximating PERMANOVA p-value. Feature-based statistical methods include linear model-based methods for differential abundance analysis of zero-inflated high-dimensional compositional data.
Authors:
GUniFrac_1.8.tar.gz
GUniFrac_1.8.tar.gz(r-4.5-noble)GUniFrac_1.8.tar.gz(r-4.4-noble)
GUniFrac_1.8.tgz(r-4.4-emscripten)GUniFrac_1.8.tgz(r-4.3-emscripten)
GUniFrac.pdf |GUniFrac.html✨
GUniFrac/json (API)
# Install 'GUniFrac' in R: |
install.packages('GUniFrac', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- stool.otu.tab - Stool Microbiome OTU Count Table
- throat.meta - Throat Microbiome Meta Data
- throat.otu.tab - Throat Microbiome OTU Count Table
- throat.tree - UPGMA Tree of Throat Microbiome OTUs
- vaginal.otu.tab - Vaginal Microbiome OTU Count Table
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:9f91b92650. Checks:OK: 1 NOTE: 1. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 25 2024 |
R-4.5-linux-x86_64 | NOTE | Oct 25 2024 |
Exports:adonis3dICCdICC.SE.asymptdICC.SE.btdmanovaGMPRGUniFracPermanovaGPermanovaG2RarefySimulateMSeqSimulateMSeqCZicoSeqZicoSeq.plot
Dependencies:apecliclueclustercodetoolscolorspacedigestdirmultfansifarverfBasicsforeachggplot2ggrepelgluegssgtableinlineisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmatrixStatsmgcvmodeestmunsellnlmepermutepillarpkgconfigR6RColorBrewerRcpprlangrmutilrpartscalesspatialstablestablediststatipstatmodtibbletimeDatetimeSeriesutf8vctrsveganviridisLitewithr