Title | Polynomial adjusted Student-t densities for modeling asset returns |
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Type | Journal article |
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Authors | León, Á. and Ñíguez, T.M. |
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Abstract | We present a polynomial expansion of the standardized Student-t distribution. Our density, obtained through the polynomial adjusted method in Bagnato, Potì and Zoia (2015), is an extension of the Gram-Charlier density in Jondeau and Rockinger (2001). We derive the closed-form expressions of the moments, the distribution function and the skewness-kurtosis frontier for a well-defined density. An empirical application is also implemented for modeling heavy-tailed and skewed distributions for daily asset returns. Both in-sample and backtesting analysis show that this new density can be a good candidate for risk management. |
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Keywords | Economics, Econometrics and Finance (miscellaneous) |
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Journal | The European Journal of Finance |
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Journal citation | 28 (9), pp. 907-929 |
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ISSN | 1351-847X |
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| 1466-4364 |
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Year | 2022 |
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Publisher | Taylor & Francis |
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Publisher's version | License CC BY-NC-ND 4.0 File Access Level Open (open metadata and files) |
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Digital Object Identifier (DOI) | https://doi.org/10.1080/1351847x.2021.1985561 |
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Web address (URL) | https://www.tandfonline.com/doi/full/10.1080/1351847X.2021.1985561 |
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Publication dates |
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Published online | 07 Oct 2021 |
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Published in print | 2022 |
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Project | ECO2017-87069-P |
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Funder | Spanish Ministry of Economy and Competitiveness |
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License | http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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Page range | 1-23 |
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