chanw0/MTA: Microbial Trend Analysis for Common Dynamic Trend, Group Comparison, and Classification in Longitudinal Microbiome Study

Microbial trend analysis (MTA) framework is proposed for the high-dimensional and phylogenetic longitudinal microbiome data. The MTA framework can describe microbial dynamics, differential group difference, extract key taxa driving the microbial temporal trend, and classify the subjects, is a highly in-time and attractive analytical tool to study the dynamics of microbiome composition and identify key bacterial species that affect susceptibility to complex diseases.

Getting started

Package details

AuthorChan Wang, Jiyuan Hu, Martin J. Blaser, Huilin Li.
MaintainerChan Wang <Chan.Wang@nyulangone.org> and Huilin Li <Huilin.Li@nyulangone.org>
LicenseGPL (>= 2)
Version0.1.0
URL https://github.com/chanw0/MTA
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("chanw0/MTA")
chanw0/MTA documentation built on July 11, 2021, 7:49 a.m.