To cite factorstochvol in publications use:
Hosszejni D, Kastner G (2019). “Modeling Univariate and Multivariate Stochastic Volatility in R with stochvol and factorstochvol.” R package vignette. https://CRAN.R-project.org/package=factorstochvol/vignettes/paper.pdf.
To cite the current version of the package you could use:
Kastner G (2019). factorstochvol: Bayesian Estimation of (Sparse) Latent Factor Stochastic Volatility Models. R package version 0.9.3, https://cran.r-project.org/package=factorstochvol.
To refer to the interweaving (ASIS) methodology used in factorstochvol please cite:
Kastner G, Frühwirth-Schnatter S, Lopes HF (2017). “Efficient Bayesian Inference for Multivariate Factor Stochastic Volatility Models.” Journal of Computational and Graphical Statistics, 26(4), 905–917. doi: 10.1080/10618600.2017.1322091.
To refer to the shrinkage methodology used in factorstochvol (NG priors) please cite:
Kastner G (2019). “Sparse Bayesian Time-Varying Covariance Estimation in Many Dimensions.” Journal of Econometrics, 210(1), 98–115. doi: 10.1016/j.jeconom.2018.11.007.
BibTeX entries of the above can be obtained by ‘toBibtex(citation("factorstochvol"))’
Corresponding BibTeX entries:
@Article{,
title = {Modeling Univariate and Multivariate Stochastic Volatility
in {R} with {stochvol} and {factorstochvol}},
author = {Darjus Hosszejni and Gregor Kastner},
journal = {R package vignette},
year = {2019},
url =
{https://CRAN.R-project.org/package=factorstochvol/vignettes/paper.pdf},
}
@Manual{,
title = {{factorstochvol}: {B}ayesian Estimation of (Sparse) Latent
Factor Stochastic Volatility Models},
author = {Gregor Kastner},
year = {2019},
note = {R package version 0.9.3},
url = {https://cran.r-project.org/package=factorstochvol},
}
@Article{,
title = {Efficient {B}ayesian Inference for Multivariate Factor
Stochastic Volatility Models},
author = {Gregor Kastner and Sylvia Fr\"{u}hwirth-Schnatter and
Hedibert Freitas Lopes},
journal = {Journal of Computational and Graphical Statistics},
year = {2017},
volume = {26},
number = {4},
pages = {905--917},
doi = {10.1080/10618600.2017.1322091},
}
@Article{,
title = {Sparse {B}ayesian Time-Varying Covariance Estimation in
Many Dimensions},
author = {Gregor Kastner},
journal = {Journal of Econometrics},
year = {2019},
volume = {210},
number = {1},
pages = {98--115},
doi = {10.1016/j.jeconom.2018.11.007},
}