kdrachal/dynmix: Estimation of Dynamic Finite Mixtures

Allows to perform the dynamic mixture estimation with state-space components and normal regression components, and clustering with normal mixture. Quasi-Bayesian estimation, as well as, that based on the Kerridge inaccuracy approximation are implemented. Main references: Nagy and Suzdaleva (2013) <doi:10.1016/j.apm.2013.05.038>; Nagy et al. (2011) <doi:10.1002/acs.1239>.

Getting started

Package details

AuthorKrzysztof Drachal [aut, cre] (Faculty of Economic Sciences, University of Warsaw, Poland)
MaintainerKrzysztof Drachal <kdrachal@wne.uw.edu.pl>
LicenseGPL-3
Version2.2
URL https://CRAN.R-project.org/package=dynmix
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("kdrachal/dynmix")
kdrachal/dynmix documentation built on June 13, 2025, 6:27 a.m.