gasmodel: Generalized Autoregressive Score Models
Estimation, forecasting, and simulation of generalized autoregressive score (GAS) models of Creal, Koopman, and Lucas (2013) <doi:10.1002/jae.1279> and Harvey (2013) <doi:10.1017/cbo9781139540933>. Model specification allows for various data types and distributions, different parametrizations, exogenous variables, joint and separate modeling of exogenous variables and dynamics, higher score and autoregressive orders, custom and unconditional initial values of time-varying parameters, fixed and bounded values of coefficients, and missing values. Model estimation is performed by the maximum likelihood method.
| Version: | 0.6.0 |
| Depends: | R (≥ 2.10) |
| Imports: | abind, arrangements, CircStats, copula, dplyr, ggplot2, Matrix, mvnfast, nloptr, numDeriv, pracma, tidyr |
| Suggests: | hms, knitr, rmarkdown, testthat |
| Published: | 2024-02-02 |
| DOI: | 10.32614/CRAN.package.gasmodel |
| Author: | Vladimír Holý 
[aut, cre] |
| Maintainer: | Vladimír Holý <vladimir.holy at vse.cz> |
| BugReports: | https://github.com/vladimirholy/gasmodel/issues |
| License: | GPL-3 |
| URL: | https://github.com/vladimirholy/gasmodel |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| In views: | TimeSeries |
| CRAN checks: | gasmodel results |
Documentation:
| Reference manual: | gasmodel.pdf |
| Vignettes: |
Case Study: Bookshop Orders Case Study: Ice Hockey Rankings Comparison with the GAS Package Probability Distributions |
Downloads:
| Package source: | gasmodel_0.6.0.tar.gz |
| Windows binaries: | r-devel: gasmodel_0.6.0.zip, r-release: gasmodel_0.6.0.zip, r-oldrel: gasmodel_0.6.0.zip |
| macOS binaries: | r-release (arm64): gasmodel_0.6.0.tgz, r-oldrel (arm64): gasmodel_0.6.0.tgz, r-release (x86_64): gasmodel_0.6.0.tgz, r-oldrel (x86_64): gasmodel_0.6.0.tgz |
| Old sources: | gasmodel archive |
Linking:
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