Package: microbiomeDASim 1.27.0
microbiomeDASim: Microbiome Differential Abundance Simulation
A toolkit for simulating differential microbiome data designed for longitudinal analyses. Several functional forms may be specified for the mean trend. Observations are drawn from a multivariate normal model. The objective of this package is to be able to simulate data in order to accurately compare different longitudinal methods for differential abundance.
Authors:
microbiomeDASim_1.27.0.tar.gz
microbiomeDASim_1.27.0.zip(r-4.7)microbiomeDASim_1.27.0.zip(r-4.6)microbiomeDASim_1.27.0.zip(r-4.5)
microbiomeDASim_1.27.0.tgz(r-4.6-any)microbiomeDASim_1.27.0.tgz(r-4.5-any)
microbiomeDASim_1.27.0.tar.gz(r-4.7-any)microbiomeDASim_1.27.0.tar.gz(r-4.6-any)
microbiomeDASim_1.27.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
microbiomeDASim/json (API)
NEWS
| # Install 'microbiomeDASim' in R: |
| install.packages('microbiomeDASim', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/williazo/microbiomedasim/issues
On BioConductor:microbiomeDASim-1.27.0(bioc 3.24)microbiomeDASim-1.26.0(bioc 3.23)
microbiomevisualizationsoftware
Last updated from:aefd984661. Checks:1 ERROR, 7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | ERROR | 188 | ||
| linux-devel-x86_64 | NOTE | 396 | ||
| source / vignettes | OK | 277 | ||
| linux-release-x86_64 | NOTE | 303 | ||
| macos-release-arm64 | NOTE | 225 | ||
| macos-oldrel-arm64 | NOTE | 204 | ||
| windows-devel | NOTE | 273 | ||
| windows-release | NOTE | 227 | ||
| windows-oldrel | NOTE | 230 | ||
| wasm-release | OK | 142 |
Exports:gen_norm_microbiomegen_norm_microbiome_obsggplot_spaghettimean_trendmvrnorm_corr_genmvrnorm_simmvrnorm_sim_obssimulate2MRexperimentsimulate2phyloseq
Dependencies:ade4apeBiobaseBiocGenericsbiomformatBiostringsbitopscaToolscliclustercodetoolscpp11crayondata.tabledigestfarverforeachgenericsggplot2glmnetgluegmmgplotsgtablegtoolsigraphIRangesisobanditeratorsjsonliteKernSmoothlabelinglatticelifecyclelimmalocfitmagrittrMASSMatrixmatrixStatsmetagenomeSeqmgcvmulttestmvtnormnlmepbapplypermutephyloseqpixmappkgconfigplyrR6RColorBrewerRcppRcppArmadilloRcppEigenreshape2rlangS4VectorsS7sandwichscalesSeqinfoshapespstatmodstringistringrsurvivaltmvtnormvctrsveganviridisLitewithrWrenchXVectorzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Beta Specification Check | form_beta_check |
| Generate Longitduinal Differential Abundance from Multivariate Normal | gen_norm_microbiome |
| Generate Longitduinal Differential Abundance from Multivariate Normal with Observed Data | gen_norm_microbiome_obs |
| Spaghetti Plots using 'ggplot2' | ggplot_spaghetti |
| Function for Generating Various Longitudinal Mean Trends | mean_trend |
| Generate Multivariate Random Normal Longitudinal Data | mvrnorm_corr_gen |
| Simulate Microbiome Longitudinal Data from Multivariate Random Normal | mvrnorm_sim |
| Simulate Microbiome Longitudinal Data from Multivariate Random Normal with Observed Data | mvrnorm_sim_obs |
| Convert simulated output to MRexperiment object | simulate2MRexperiment |
| Convert simulated output to phyloseq object | simulate2phyloseq |
