Package: maaslin3 0.99.16

William Nickols

maaslin3: "Refining and extending generalized multivariate linear models for meta-omic association discovery"

MaAsLin 3 refines and extends generalized multivariate linear models for meta-omicron association discovery. It finds abundance and prevalence associations between microbiome meta-omics features and complex metadata in population-scale epidemiological studies. The software includes multiple analysis methods (including support for multiple covariates, repeated measures, and ordered predictors), filtering, normalization, and transform options to customize analysis for your specific study.

Authors:William Nickols [aut, cre], Jacob Nearing [aut]

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maaslin3.pdf |maaslin3.html
maaslin3/json (API)
NEWS

# Install 'maaslin3' in R:
install.packages('maaslin3', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/biobakery/maaslin3/issues

On BioConductor:maaslin3-0.99.14(bioc 3.21)

metagenomicssoftwaremicrobiomenormalizationmultiplecomparison

8.16 score 33 stars 34 scripts 131 downloads 19 exports 102 dependencies

Last updated 1 days agofrom:b0643b25db. Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 26 2025
R-4.5-winOKMar 26 2025
R-4.5-macOKMar 26 2025
R-4.5-linuxOKMar 26 2025
R-4.4-winOKMar 26 2025
R-4.4-macOKMar 26 2025
R-4.4-linuxOKMar 26 2025

Exports:maaslin_check_argumentsmaaslin_check_formulamaaslin_compute_formulamaaslin_contrast_testmaaslin_filtermaaslin_fitmaaslin_log_argumentsmaaslin_normalizemaaslin_plot_resultsmaaslin_plot_results_from_outputmaaslin_process_metadatamaaslin_read_datamaaslin_reorder_datamaaslin_transformmaaslin_write_resultsmaaslin_write_results_lefse_formatmaaslin3preprocess_dna_mtxpreprocess_taxa_mtx

Dependencies:abindapeaskpassBHBiobaseBiocGenericsBiocParallelBiostringsbootclicodetoolscolorspacecpp11crayoncurlDelayedArraydigestdplyrfansifarverformatRfsfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesgetoptggnewscaleggplot2gluegtablehttrIRangesisobandjsonlitelabelinglambda.rlatticelazyevallifecyclelme4lmerTestloggingmagrittrMASSMatrixMatrixGenericsmatrixStatsmgcvmimeminqamultcompmunsellmvtnormnlmenloptrnumDerivopenssloptparsepatchworkpbapplypillarpkgconfigplyrpurrrR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangS4ArraysS4VectorssandwichscalesSingleCellExperimentsnowSparseArraystringistringrSummarizedExperimentsurvivalsysTH.datatibbletidyrtidyselecttidytreetreeioTreeSummarizedExperimentUCSC.utilsutf8vctrsviridisLitewithrXVectoryulab.utilszoo

MaAsLin 3 User Manual

Rendered frommaaslin3_manual.Rmdusingknitr::rmarkdownon Mar 26 2025.

Last update: 2025-03-05
Started: 2024-07-05

MaAsLin 3 Tutorial

Rendered frommaaslin3_tutorial.Rmdusingknitr::rmarkdownon Mar 26 2025.

Last update: 2025-03-05
Started: 2024-07-05