hlennon/copulaIVTS: Dependence modelling of a digitised Gaussian ARMA(p,q) copula model for Integer-Valued Time Series

A MCEM (Monte-Carlo Expectation Maximisation) algorithm to fit a digitised Gaussian ARMA(p,q) model to integer-valued time series. Any discrete marginal structure can be specified, with or without covariates or nonparametric marginals can be selected.

Getting started

Package details

AuthorHannah Lennon <drhannahlennon@gmail.com>
MaintainerHannah Lennon <drhannahlennon@gmail.com>
LicenseGPL (>=2)
Version1.2
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("hlennon/copulaIVTS")
hlennon/copulaIVTS documentation built on Dec. 20, 2021, 4:45 p.m.