tsgarch: Univariate GARCH Models
Multiple flavors of the Generalized Autoregressive Conditional Heteroskedasticity (GARCH) model with a large choice of conditional distributions. Methods for specification, estimation, prediction, filtering, simulation, statistical testing and more. Represents a partial re-write and re-think of 'rugarch', making use of automatic differentiation for estimation.
| Version: | 1.0.3 |
| Depends: | R (≥ 3.5.0), methods,tsmethods (≥ 1.0.2) |
| Imports: | TMB (≥ 1.7.20),Rcpp,nloptr,Rdpack,numDeriv,xts,zoo,future.apply,future,progressr,flextable, stats, utils,data.table,tsdistributions,lubridate,sandwich |
| LinkingTo: | Rcpp (≥ 0.10.6),TMB (≥ 1.7.20),RcppEigen |
| Suggests: | knitr,rmarkdown,testthat (≥ 3.0.0) |
| Published: | 2024-10-12 |
| DOI: | 10.32614/CRAN.package.tsgarch |
| Author: | Alexios Galanos [aut, cre, cph] |
| Maintainer: | Alexios Galanos <alexios at 4dscape.com> |
| BugReports: | https://github.com/tsmodels/tsgarch/issues |
| License: | GPL-2 |
| URL: | https://github.com/tsmodels/tsgarch |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| In views: | TimeSeries |
| CRAN checks: | tsgarch results |
Documentation:
| Reference manual: | tsgarch.html ,tsgarch.pdf |
| Vignettes: | Benchmark (source,R code) Package Demo (source,R code) GARCH Models (source,R code) |
Downloads:
| Package source: | tsgarch_1.0.3.tar.gz |
| Windows binaries: | r-devel:tsgarch_1.0.3.zip, r-release:tsgarch_1.0.3.zip, r-oldrel:tsgarch_1.0.3.zip |
| macOS binaries: | r-release (arm64):tsgarch_1.0.3.tgz, r-oldrel (arm64):tsgarch_1.0.3.tgz, r-release (x86_64):tsgarch_1.0.3.tgz, r-oldrel (x86_64):tsgarch_1.0.3.tgz |
| Old sources: | tsgarch archive |
Reverse dependencies:
| Reverse imports: | tsmarch |
| Reverse suggests: | tstests |
Linking:
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