flowmix

A statistical approach to model cell populations measured by flow cytometry with covariates using sparse mixture of regressions.

Code is available here: https://github.com/seaflow-uw/flowmix

A short vignette here shows how to use the package.

Description of the model is available here: https://doi.org/10.1214/22-AOAS1631

Francois Ribalet
Francois Ribalet
Leo Maddox Endowed Professor in Oceanography
Research Associate Professor

Our research combines high-resolution, at-sea observations and statistical modeling to investigate how microbial communities respond to environmental changes.