tseriesTARMA: Analysis of Nonlinear Time Series Through Threshold Autoregressive Moving Average Models (TARMA) Models

Routines for nonlinear time series analysis based on Threshold Autoregressive Moving Average (TARMA) models. It provides functions and methods for: TARMA model fitting and forecasting, including robust estimators, see Goracci et al. JBES (2025) <doi:10.1080/07350015.2024.2412011>; tests for threshold effects, see Giannerini et al. JoE (2024) <doi:10.1016/j.jeconom.2023.01.004>, Goracci et al. Statistica Sinica (2023) <doi:10.5705/ss.202021.0120>, Angelini et al. (2024) <doi:10.48550/arXiv.2308.00444>; unit-root tests based on TARMA models, see Chan et al. Statistica Sinica (2024) <doi:10.5705/ss.202022.0125>.

Version: 0.5-1
Depends: R (≥ 3.5.0)
Imports: methods, stats, Rsolnp, lbfgsb3c, Matrix, Rdpack, mathjaxr, rugarch, zoo, fitdistrplus
Suggests: knitr, rmarkdown
Published: 2024-10-08
DOI: 10.32614/CRAN.package.tseriesTARMA
Author: Simone Giannerini ORCID iD [aut, cre], Greta Goracci ORCID iD [aut]
Maintainer: Simone Giannerini <simone.giannerini at uniud.it>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
Copyright: see file COPYRIGHTS
NeedsCompilation: yes
Materials: README NEWS
In views: TimeSeries
CRAN checks: tseriesTARMA results

Documentation:

Reference manual: tseriesTARMA.pdf

Downloads:

Package source: tseriesTARMA_0.5-1.tar.gz
Windows binaries: r-devel: tseriesTARMA_0.5-1.zip, r-release: tseriesTARMA_0.3-4.zip, r-oldrel: tseriesTARMA_0.5-1.zip
macOS binaries: r-release (arm64): tseriesTARMA_0.5-1.tgz, r-oldrel (arm64): tseriesTARMA_0.5-1.tgz, r-release (x86_64): tseriesTARMA_0.5-1.tgz, r-oldrel (x86_64): tseriesTARMA_0.5-1.tgz
Old sources: tseriesTARMA archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=tseriesTARMA to link to this page.