PENENTUAN HARGA OPSI DENGAN MODEL REGIME SWITCHING LOGNORMAL (RSLN) 2-STATE

Darma Ekawati, A. Apriyanto, Rahmah Abubakar
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Abstract

An option is a contract between two parties in which the option holder has the right to buy or sell a certain amount of instrument at a certain price within a predetermined period of time. The purpose of this study was to determine the price of buy and sell european type options using the regime switching lognormal 2-state model. The parameters of the regime switching lognormal 2-state model are estimated using the EM Algorithm. This study used secondary data on stock prices with parameter estimation results showing a standard deviation in state-1 of 0.025543 with an average of 0.006355 and a standard deviation in state-2 of 0.051013 with an average of -0.005482.  The estimated results obtained the price of european type selling and buying options of 98.40 and 1033.48 respectively for the execution price of 4000.
期权是双方之间的一种合同,其中期权持有人有权在预定的时间内以一定的价格购买或出售一定数量的金融工具。本研究的目的是利用制度切换对数正态二态模型来确定欧式期权的买卖价格。利用EM算法对状态切换对数正态二态模型的参数进行估计。本研究使用股票价格的二手数据,参数估计结果显示,状态1的标准差为0.025543,平均值为0.006355,状态2的标准差为0.051013,平均值为-0.005482。估算结果为,执行价为4000,欧式卖出期权价格为98.40,欧式买入期权价格为1033.48。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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