JenniferPohle/PHSMM: Penalised maximum likelihood estimation for hidden semi-Markov models

Provides tools for penalised maximum likelihood estimation of hidden semi-Markov models (HSMMs) with flexible state dwell-time distributions. These include functions for model fitting, model checking and state-decoding. The package considers HSMMs for univariate time series with state-dependent gamma, normal, Poisson or Bernoulli distributions.

Getting started

Package details

AuthorJennifer Pohle
MaintainerJennifer Pohle <jennifer.pohle@uni-bielefeld.de>
LicenseGPL-3
Version1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("JenniferPohle/PHSMM")
JenniferPohle/PHSMM documentation built on Jan. 27, 2021, 7:07 p.m.