seaflow-uw/flowmix

Statistical analysis of ocean flow cytometry data.

flowmix: Sparse mixture of regressions for flow cytometry data.

This package implements a sparse mixture of multivariate regressions model for flow cytometry data. The main motivating application is continuous-time flow cytometry data collected in the ocean, over space and time.

The paper preprint is here: https://arxiv.org/abs/2008.11251, and will appear in the Annals of Applied Statistics.

Installation

This R package can be installed using the following commands.

library(devtools)
install_github("sangwon-hyun/flowmix", subdir = "flowmix")

Vignette

A short vignette here shows how to use the package.

Authors & Contributors

The contributors are Sangwon Hyun, Mattias Rolf Cape, Francois Ribalet, and Jacob Bien.