NPflow-package {NPflow}R Documentation

Bayesian Nonparametrics for Automatic Gating of Flow Cytometry data

Description

Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling oriented towards flow-cytometry data pre-processing applications.

Details

Package: NPflow
Type: Package
Version: 0.13.5
Date: 2024-01-13
License: LGPL-3

The main function in this package is DPMpost.

Author(s)

Boris P. Hejblum, Chariff Alkhassim, Francois Caron — Maintainer: Boris P. Hejblum

References

Hejblum BP, Alkhassim C, Gottardo R, Caron F and Thiebaut R (2019) Sequential Dirichlet Process Mixtures of Multivariate Skew t-distributions for Model-based Clustering of Flow Cytometry Data. The Annals of Applied Statistics, 13(1): 638-660. <doi: 10.1214/18-AOAS1209> <arXiv: 1702.04407> https://arxiv.org/abs/1702.04407 doi:10.1214/18-AOAS1209

See Also

Useful links:


[Package NPflow version 0.13.5 Index]