R: Bayesian Nonparametrics for Automatic Gating of Flow...

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: | 0.13.3
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

[Package NPflow version 0.13.3 Index]