Package: miaTime 1.3.0

Tuomas Borman

miaTime: Microbiome Time Series Analysis

The `miaTime` package provides tools for microbiome time series analysis based on (Tree)SummarizedExperiment infrastructure.

Authors:Leo Lahti [aut], Tuomas Borman [aut, cre], Yagmur Simsek [aut], Sudarshan Shetty [ctb], Chouaib Benchraka [ctb], Muluh Muluh [ctb], Ali Hajj [ctb]

miaTime_1.3.0.tar.gz
miaTime_1.3.0.zip(r-4.7)miaTime_1.3.0.zip(r-4.6)miaTime_1.3.0.zip(r-4.5)
miaTime_1.3.0.tgz(r-4.6-any)miaTime_1.3.0.tgz(r-4.5-any)
miaTime_1.3.0.tar.gz(r-4.7-any)miaTime_1.3.0.tar.gz(r-4.6-any)
miaTime_1.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
miaTime/json (API)
NEWS

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

Bug tracker:https://github.com/microbiome/miatime/issues

Datasets:

On BioConductor:miaTime-1.3.0(bioc 3.24)miaTime-1.2.0(bioc 3.23)

microbiomesoftwaresequencing

6.72 score 7 stars 36 scripts 213 downloads 10 exports 120 dependencies

Last updated from:91f4956001. Checks:1 NOTE, 9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
bioc-checksNOTE252
linux-devel-x86_64OK478
source / vignettesOK346
linux-release-x86_64OK478
macos-release-arm64OK395
macos-oldrel-arm64OK247
windows-develOK367
windows-releaseOK361
windows-oldrelOK324
wasm-releaseOK183

Exports:addBaselineDivergenceaddBimodalityaddShortTermChangeaddStabilityaddStepwiseDivergencegetBaselineDivergencegetBimodalitygetShortTermChangegetStabilitygetStepwiseDivergence

Dependencies:abindapeassortheadbase64encbeachmatbeeswarmBHBiobaseBiocBaseUtilsBiocGenericsBiocNeighborsBiocParallelBiocSingularBiostringsblusterCairocliclustercodetoolscpp11crayonDBIDECIPHERdecontamDelayedArrayDelayedMatrixStatsdigestDirichletMultinomialdplyrdqrngecodivefarverFNNformatRfsfutile.loggerfutile.optionsgenericsGenomicRangesggbeeswarmggplot2ggrastrggrepelgluegridExtragtableigraphIRangesirlbaisobandjsonlitelabelinglambda.rlatticelazyevallifecyclemagrittrMASSMatrixMatrixGenericsmatrixStatsmgcvmiaMultiAssayExperimentnlmepermutepheatmappillarpkgconfigplyrpngpurrrR6raggrappdirsRColorBrewerRcppRcppAnnoyRcppEigenRcppMLRcppProgressreshape2rlangRSpectrarsvdRtsneS4ArraysS4VectorsS7ScaledMatrixscalesscaterscuttleSeqinfoSingleCellExperimentsitmosnowSparseArraysparseMatrixStatsstringistringrSummarizedExperimentsystemfontstextshapingtibbletidyrtidyselecttidytreetreeioTreeSummarizedExperimentutf8uwotvctrsveganviporviridisviridisLitewithrXVectoryulab.utils

miaTime: Microbiome Time Series Analysis

Rendered frommiaTime.Rmdusingknitr::rmarkdownon Jun 01 2026.

Last update: 2025-08-04
Started: 2021-11-21

Readme and manuals

Help Manual

Help pageTopics
'miaTime' Package.miaTime-package miaTime
Short term changes in abundanceaddShortTermChange addShortTermChange,SummarizedExperiment-method getShortTermChange getShortTermChange,SummarizedExperiment-method
Survival microbiome data from 150 individuals with longitudinal measurementscrohn_survival
Beta diversity between the baseline and later time stepsaddBaselineDivergence addBaselineDivergence,SummarizedExperiment-method getBaselineDivergence getBaselineDivergence,SummarizedExperiment-method
Calculate coefficient of bimodality.addBimodality addBimodality,SummarizedExperiment-method getBimodality getBimodality,SummarizedExperiment-method
Estimate stabilityaddStability addStability,SummarizedExperiment-method getStability getStability,SummarizedExperiment-method
Beta diversity between consecutive time stepsaddStepwiseDivergence addStepwiseDivergence,SummarizedExperiment-method getStepwiseDivergence getStepwiseDivergence,ANY-method
HITChip Atlas with 1006 Western Adultshitchip1006
Kumaraswamy2024Kumaraswamy2024
Human Gut Minimal Microbiome Profiling Dataminimalgut
SilvermanAGutDataSilvermanAGutData
Gut Microbiome Profiling 20 Belgian WomentemporalMicrobiome20