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combi

Compositional omics model based visual integration

Bioconductor version: 3.23 · Package version: 1.24.0

This explorative ordination method combines quasi-likelihood estimation, compositional regression models and latent variable models for integrative visualization of several omics datasets. Both unconstrained and constrained integration are available. The results are shown as interpretable, compositional multiplots.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("combi")

Details

MaintainerStijn Hawinkel <stijn.hawinkel@psb.ugent.be>
AuthorStijn Hawinkel [cre, aut] (ORCID: <https://orcid.org/0000-0002-4501-5180>)
LicenseGPL-2
Bug Reportshttps://github.com/CenterForStatistics-UGent/combi/issues
Downloads rank263
Source branchRELEASE_3_23
biocViewsDimensionReduction, Metabolomics, Metagenomics, Microbiome, Software, Visualization

Documentation

Download

Dependencies

Depends: R (>= 4.0), DBI

Imports: ggplot2, nleqslv, phyloseq, tensor, stats, limma, Matrix (>= 1.6.0), BB, reshape2, alabama, cobs, Biobase, vegan, grDevices, graphics, methods, SummarizedExperiment

Suggests: knitr, rmarkdown, testthat