Package: POSTm 1.4

POSTm: Phylogeny-Guided OTU-Specific Association Test for Microbiome Data

Implements the Phylogeny-Guided Microbiome OTU-Specific Association Test method, which boosts the testing power by adaptively borrowing information from phylogenetically close OTUs (operational taxonomic units) of the target OTU. This method is built on a kernel machine regression framework and allows for flexible modeling of complex microbiome effects, adjustments for covariates, and can accommodate both continuous and binary outcomes.

Authors:Caizhi Huang [aut], Jung-Ying Tzeng [aut], Shannon T. Holloway [aut, cre]

POSTm_1.4.tar.gz
POSTm_1.4.zip(r-4.5)POSTm_1.4.zip(r-4.4)POSTm_1.4.zip(r-4.3)
POSTm_1.4.tgz(r-4.4-any)POSTm_1.4.tgz(r-4.3-any)
POSTm_1.4.tar.gz(r-4.5-noble)POSTm_1.4.tar.gz(r-4.4-noble)
POSTm_1.4.tgz(r-4.4-emscripten)POSTm_1.4.tgz(r-4.3-emscripten)
POSTm.pdf |POSTm.html
POSTm/json (API)
NEWS

# Install 'POSTm' in R:
install.packages('POSTm', repos = c('https://sth1402.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • metadata - Example Dataset For Illustration
  • otu - Example Dataset For Illustration
  • otuseq - Example Dataset For Illustration
  • otutree - Example Dataset For Illustration

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2 exports 0.23 score 6 dependencies 2 scripts 286 downloads

Last updated 5 months agofrom:9a0a0dc855. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 15 2024
R-4.5-winWARNINGSep 15 2024
R-4.5-linuxWARNINGSep 15 2024
R-4.4-winWARNINGSep 15 2024
R-4.4-macWARNINGSep 15 2024
R-4.3-winWARNINGSep 15 2024
R-4.3-macWARNINGSep 15 2024

Exports:p.adjustpost

Dependencies:apeCompQuadFormdigestlatticenlmeRcpp

POSTm: Phylogeney-Guided OTU-Specific Association Test for Microbiome Data

Rendered fromPOSTm_vignette.Rmdusingknitr::rmarkdownon Sep 15 2024.

Last update: 2024-04-18
Started: 2021-04-30