NPflow
is a package for performing Bayesian estimation of Dirichlet
process mixtures of multivariate skew
The main function of the package is DPMpost()
.
The method implemented in this package is detailed in the following article:
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>
The easiest way to get NPflow
is to install it from
CRAN:
install.packages("NPflow")
Or to get the development version from GitHub:
#install.packages("devtools")
devtools::install_github("sistm/NPflow", ref="CRANrelease")
– Boris Hejblum