MrMaximumMax/FBCanalysis: Develop and evaluate time series data models based on fluctuation based clustering

The package includes tools for performing fluctuation-based clustering (FBC) on biological time series data, primarily for monitoring data fluctuations in asthmatics. The package includes functions for registering and processing time series data, developing matching clustering models based on Earth Mover's distances, and evaluating the models through enrichment analysis, stability after random data removal, or other frequently used cluster stability metrics.

Getting started

Package details

Bioconductor views Clustering Regression
Maintainer
LicenseMIT + file LICENSE
Version0.99.0
URL https://github.com/MrMaximumMax/FBCanalysis
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("MrMaximumMax/FBCanalysis")
MrMaximumMax/FBCanalysis documentation built on June 23, 2022, 8:21 p.m.