Analysis of Power exchange option value of dollar base on gold by using of time series

Subject Areas : Financial engineering

Morteza Rahmani ¹ (Associate professor in Science and Culture University And Technology Development Institute)
Abolfazl Tari-Marzabad ² (Assistant professor in Shahed University)
سیده نفیسه Nafiseh Alemohammad ³ (Assistant professor in Shahed University)
Tahereh Moradzadeh ⁴ (Applied Mathematics Master of Science in Shahed University)

Received: 2016-06-14 Accepted : 2017-04-03 Published : 2018-03-21

Keywords: Time series, Power exchange option, Auto Regressive Conditional Heteroscedasticity Model,

Abstract :

In this paper, we first present the pricing equation for American and European type of standard and power exchange options. Then we tested 501 price of gold and dollar from first day of Persian month Farvardin of year 1391 to the first day of Persian month Tir of  year 1394, by using time series and ARCH, GARCH, MAR-ARCH, ARMA-GARCH, GJR-GARCH models in order to determines power of assets exchange to calculate value of power exchange option dollar on base of gold in near future. Finally, by comparing the mean square error of observation and conditional variance by considering AIC and BIC measures, we choose an appropriate model of above models. Also Christoffersen and Kupiec,  as an appropriate model tests  are used  for forecasting and analysis  the behavior of gold and dollar power option pricing. .