| 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:
Report bugs at https://github.com/sistm/NPflow/issues
[Package NPflow version 0.13.5 Index]