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dccmidas: DCC Models with GARCH and GARCH-MIDAS Specifications in the Univariate Step, RiskMetrics, Moving Covariance and Scalar and Diagonal BEKK Models

Estimates a variety of Dynamic Conditional Correlation (DCC) models. More in detail, the 'dccmidas' package allows the estimation of the corrected DCC (cDCC) of Aielli (2013) <doi:10.1080/07350015.2013.771027>, the DCC-MIDAS of Colacito et al. (2011) <doi:10.1016/j.jeconom.2011.02.013>, the Asymmetric DCC of Cappiello et al. <doi:10.1093/jjfinec/nbl005>, and the Dynamic Equicorrelation (DECO) of Engle and Kelly (2012) <doi:10.1080/07350015.2011.652048>. 'dccmidas' offers the possibility of including standard GARCH <doi:10.1016/0304-4076(86)90063-1>, GARCH-MIDAS <doi:10.1162/REST_a_00300> and Double Asymmetric GARCH-MIDAS <doi:10.1016/j.econmod.2018.07.025> models in the univariate estimation. Moreover, also the scalar and diagonal BEKK <doi:10.1017/S0266466600009063> models can be estimated. Finally, the package calculates also the var-cov matrix under two non-parametric models: the Moving Covariance and the RiskMetrics specifications.

Version: 0.1.2
Depends: R (≥ 4.0.0)
Imports: maxLik (≥ 1.3-8), rumidas (≥ 0.1.1), rugarch (≥ 1.4-4), roll (≥ 1.1.4), xts (≥ 0.12.0), Rdpack (≥ 1.0.0), zoo (≥ 1.8.8), stats (≥ 4.0.2), utils (≥ 4.0.2)
LinkingTo: Rcpp, RcppArmadillo
Suggests: knitr, rmarkdown
Published: 2024-02-21
Author: Vincenzo Candila [aut, cre]
Maintainer: Vincenzo Candila <vcandila at unisa.it>
License: GPL-3
NeedsCompilation: yes
Citation: dccmidas citation info
Materials: NEWS
CRAN checks: dccmidas results

Documentation:

Reference manual: dccmidas.pdf

Downloads:

Package source: dccmidas_0.1.2.tar.gz
Windows binaries: r-devel: dccmidas_0.1.2.zip, r-release: dccmidas_0.1.2.zip, r-oldrel: dccmidas_0.1.2.zip
macOS binaries: r-release (arm64): dccmidas_0.1.2.tgz, r-oldrel (arm64): dccmidas_0.1.2.tgz, r-release (x86_64): dccmidas_0.1.2.tgz, r-oldrel (x86_64): dccmidas_0.1.2.tgz
Old sources: dccmidas archive

Linking:

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

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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