用1985-2020年数据用长期扼杀策略检验Black Scholes和Garch模型期权对黄金价格指数的影响

R. Hendrawan, Daniel Erpriandy Maharsasi
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引用次数: 0

摘要

目的:本研究利用GARCH和Black Scholes模型,结合长期扼杀策略,考察期权合约对黄金价格的影响。方法-本研究使用了从1985年到2020年www.gold.org获得的36年每日黄金价格的二手数据。运用GARCH模型和Black Scholes模型,通过1个月、2个月和3个月三种到期日对黄金价格进行期权合约的长期扼杀。这些结果是通过比较实际期权溢价价格的平均百分比值和使用AMSE(平均均方误差)方法计算的期权来检验的,其中最小的百分比值更准确地反映了模型。研究结果表明,1个月、2个月和3个月期限的误差百分比随期权合约期限的长短呈线性增加,黄金价格期权合约的多头扼杀策略获利百分比平均在17-27%或30%以下。新新性——根据研究结果,长期扼杀策略并不是黄金价格期权合约的最佳策略,本研究对当前投资者的实践有一定的借鉴意义。此外,这项研究是独一无二的,因为没有研究使用36年的黄金价格数据(每日基础)的期权合约。论文类型-实证关键词:黄金价格;期权合同;布莱克斯科尔斯;GARCH;长扼杀;AMSEJEL分类:G11, G13。本文的参考文献如下:Hendrawan, R;Maharsasi, D.E.(2022)。黄金价格指数的Black Scholes和Garch模型期权长期抑制策略检验[j]。评论,7(3),160 - 174。https://doi.org/10.35609/jfbr.2022.7.3 (3)
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Testing Black Scholes and Garch Model Options on Gold Price Index With Long Strangle Strategy Using 1985-2020 Data
Objective - This research examines the implementation of options contracts on gold prices using GARCH and Black Scholes models accompanied by a long strangle strategy. Methodology – This research used 36 years of secondary data for daily gold prices from www.gold.org obtained from the year 1985 to 2020. The implementation of options contracts on gold prices using GARCH and Black Scholes models with long strangle strategy through three types of maturity dates (1-month, 2-months, and 3-months). These results were tested by comparing the average percentage value of the actual options premium price and the options calculated using the AMSE (Average Mean Square Error) methodology, where the smallest percentage value is a more precise reflection of the model. Findings – The research indicates that the results of the error percentage for 1-month, 2-months, and 3-months maturities increased linearly along with the size of the maturity period of the option contract also profit percentage of long strangle strategy for gold price option contract in average 17-27% or below 30%. Novelty – Based on the research result, the long strangle strategy is not the best strategy regarding the gold price option contract, and this study can contribute to current practices for the investor. Also, this research is unique because no research used gold price data for 36 years (daily basis) for the options contracts. Type of Paper - Empirical Keywords: Gold Price; Options Contract; Black Scholes; GARCH; Long Strangle; AMSE JEL Classification: G11, G13. Reference to this paper should be made as follows: Hendrawan, R; Maharsasi, D.E. (2022). Testing Black Scholes and Garch Model Options on Gold Price Index With Long Strangle Strategy Using 1985-2020 Data, J. Fin. Bank. Review, 7(3), 160 – 174. https://doi.org/10.35609/jfbr.2022.7.3(3)
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