NPflow-package: Bayesian Nonparametrics for Automatic Gating of Flow...

In NPflow: 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:	0.13.3
Date:	2020-02-06
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 https://doi.org/10.1214/18-AOAS1209

NPflow documentation built on Feb. 6, 2020, 5:15 p.m.