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| Title | Conditional volatility targeting strategy considering jump effects: Evidence from sustainable ESG equity index |
| Creator | 楊曉文 Yang, Sharon S.;Huang, Jr-Wei;Cheng, Hung-Wen |
| Contributor | 金融系 |
| Key Words | Conditional volatility targeting strategy; Sustainable ESG equity index; Jump risk; ARMA-GARCH jump model |
| Date | 2024-12 |
| Date Issued | 2024-12-12 |
| Summary | This paper considers the sustainable ESG equity index in the proposed conditional volatility targeting strategy. The research first detects jump risk using a jump test and then extends Bongaerts et al. (2020) by addressing jump risk and employing different volatility models to project volatilities under the conditional volatility targeting strategy. To capture consideration of the fact that index return dynamics, we propose an ARMA-GARCH jump model that can capture the characteristics of jump persistence, autocorrelation, and volatility clustering according to the return of the sustainable equity index. Our numerical analyses reveal that the portfolio allocation using a sustainable equity index to predict volatility, combined with a conditional volatility target strategy, can achieve higher performance. Furthermore, the proposed ARMA-GARCH jump model can enhance the performance with conditional volatility targeting strategy. |
| Relation | Pacific-Basin Finance Journal, Vol.88, 102525 |
| Type | article |
| DOI | https://doi.org/10.1016/j.pacfin.2024.102525 |
| dc.contributor | 金融系 | |
| dc.creator (作者) | 楊曉文 | |
| dc.creator (作者) | Yang, Sharon S.;Huang, Jr-Wei;Cheng, Hung-Wen | |
| dc.date (日期) | 2024-12 | |
| dc.date.accessioned | 2024-12-12 | - |
| dc.date.available | 2024-12-12 | - |
| dc.date.issued (上傳時間) | 2024-12-12 | - |
| dc.identifier.uri (URI) | https://nccur.lib.nccu.edu.tw/handle/140.119/154658 | - |
| dc.description.abstract (摘要) | This paper considers the sustainable ESG equity index in the proposed conditional volatility targeting strategy. The research first detects jump risk using a jump test and then extends Bongaerts et al. (2020) by addressing jump risk and employing different volatility models to project volatilities under the conditional volatility targeting strategy. To capture consideration of the fact that index return dynamics, we propose an ARMA-GARCH jump model that can capture the characteristics of jump persistence, autocorrelation, and volatility clustering according to the return of the sustainable equity index. Our numerical analyses reveal that the portfolio allocation using a sustainable equity index to predict volatility, combined with a conditional volatility target strategy, can achieve higher performance. Furthermore, the proposed ARMA-GARCH jump model can enhance the performance with conditional volatility targeting strategy. | |
| dc.format.extent | 108 bytes | - |
| dc.format.mimetype | text/html | - |
| dc.relation (關聯) | Pacific-Basin Finance Journal, Vol.88, 102525 | |
| dc.subject (關鍵詞) | Conditional volatility targeting strategy; Sustainable ESG equity index; Jump risk; ARMA-GARCH jump model | |
| dc.title (題名) | Conditional volatility targeting strategy considering jump effects: Evidence from sustainable ESG equity index | |
| dc.type (資料類型) | article | |
| dc.identifier.doi (DOI) | 10.1016/j.pacfin.2024.102525 | |
| dc.doi.uri (DOI) | https://doi.org/10.1016/j.pacfin.2024.102525 |