PERHITUNGAN VALUE AT RISK DENGAN PENDUGA VOLATILITAS STOKASTIK HESTON

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Abstrak

Value at risk is a method that measures financial risk of an security or portfolio. The aims of the research is to find out the value at risk of an exchange rate using the Heston stochastic volatility model. Heston model is a strochastic volatility model that assumes that volatility of the security follow stochastic process and consider the mean reversion. Based on simulation results, the value of volatility using Heston volatility estimastor is 0.2887, and the value of Heston VaR with 95 percent confident level is 0.0297. Based on result of backtesting,  there are 48 violations obtained VaR using Heston model, while historical VaR there are 2 violations. Thus, VaR using Heston model is more strict in estimating risk.

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Jurusan Matematika, Fakultas MIPA – Universitas Udayana

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Jurusan Matematika, Fakultas MIPA – Universitas Udayana

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Jurusan Matematika, Fakultas MIPA – Universitas Udayana

Diterbitkan
2018-11-30
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DAMIYANTI, DESAK PUTU DEVI; DHARMAWAN, KOMANG; HARINI, LUH PUTU IDA. PERHITUNGAN VALUE AT RISK DENGAN PENDUGA VOLATILITAS STOKASTIK HESTON. E-Jurnal Matematika, [S.l.], v. 7, n. 4, p. 317-321, nov. 2018. ISSN 2303-1751. Tersedia pada: <https://ojs.unud.ac.id./index.php/mtk/article/view/44218>. Tanggal Akses: 21 apr. 2025 doi: https://doi.org/10.24843/MTK.2018.v07.i04.p220.
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Terbitan
Vol 7 No 4 (2018)
Bagian
Articles
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Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

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