ben-j-barlow/rcbmm: Regularized Copula-Based Mixture Model: Estimation and Model Selection
Model-based clustering through regularized copula-based mixture models with arbitrary marginal distributions. Estimation via the expectation-conditional-maximization algorithm. Shrinkage driven methods used to adaptively select optimal correlation structure regulated by a tuning parameter. Model selection based on average silhouette width and BIC.
Getting started
Browse package contents
Package details |
|
|---|---|
| Author | person("Ben", "Barlow", email = "ben.j.barlow.1@gmail.com", role = c("aut", "cre")) |
| Maintainer | Ben Barlow <ben.j.barlow.1@gmail.com> |
| License | MIT + file LICENSE |
| Version | 0.1.0 |
| Package repository | View on GitHub |
| Installation |
Install the latest version of this package by entering the following in R:
|
