APPLICATION AND COMPARISON BETWEEN MERTON AND GARCH OPTION MODEL FOR BARRIER OPTION IN INDONESIA STOCK EXCHANGE
The purpose of this research is to compare the accuracy of Merton Option Model and GARCH option models for Barrrier Option utilizing data from Astra, BCA, Indofood and Telkom at the Indonesian Stock Exchange. The intraday stock return of Astra, BCA, Indofood and Telkom exhibits an overwhelming prese...
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doaj-b731d9992b644759b002da04e248af992020-11-24T23:58:08ZengSocial Sciences Research SocietyInternational Journal of Economics and Finance Studies1309-80551309-80552011-01-01312011030116APPLICATION AND COMPARISON BETWEEN MERTON AND GARCH OPTION MODEL FOR BARRIER OPTION IN INDONESIA STOCK EXCHANGERiko HendrawanThe purpose of this research is to compare the accuracy of Merton Option Model and GARCH option models for Barrrier Option utilizing data from Astra, BCA, Indofood and Telkom at the Indonesian Stock Exchange. The intraday stock return of Astra, BCA, Indofood and Telkom exhibits an overwhelming presence of volatility clustering, suggesting that GARCH model has an effect which best corresponds with the actual price. The best model is constructed using ARIMA model and the best lag in GARCH model is extracted. The finding from this research show that by comparing the average percentage mean squared errors of the GARCH Option Model and the Merton Option Model , the former was found more accurate than the latter. GARCH Model relatively improves average percentage mean squared errors of Merton Model ; one month option shows fourty six point ninty six percent improvement, two month option shows fifty seventh point twenty two percent and three month option shows twenty three point twenty sevent percent.http://www.sobiad.org/eJOURNALS/journal_IJEF/archieves/2011_1/16riko_Hendrawan.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Riko Hendrawan |
spellingShingle |
Riko Hendrawan APPLICATION AND COMPARISON BETWEEN MERTON AND GARCH OPTION MODEL FOR BARRIER OPTION IN INDONESIA STOCK EXCHANGE International Journal of Economics and Finance Studies |
author_facet |
Riko Hendrawan |
author_sort |
Riko Hendrawan |
title |
APPLICATION AND COMPARISON BETWEEN MERTON AND GARCH OPTION MODEL FOR BARRIER OPTION IN INDONESIA STOCK EXCHANGE |
title_short |
APPLICATION AND COMPARISON BETWEEN MERTON AND GARCH OPTION MODEL FOR BARRIER OPTION IN INDONESIA STOCK EXCHANGE |
title_full |
APPLICATION AND COMPARISON BETWEEN MERTON AND GARCH OPTION MODEL FOR BARRIER OPTION IN INDONESIA STOCK EXCHANGE |
title_fullStr |
APPLICATION AND COMPARISON BETWEEN MERTON AND GARCH OPTION MODEL FOR BARRIER OPTION IN INDONESIA STOCK EXCHANGE |
title_full_unstemmed |
APPLICATION AND COMPARISON BETWEEN MERTON AND GARCH OPTION MODEL FOR BARRIER OPTION IN INDONESIA STOCK EXCHANGE |
title_sort |
application and comparison between merton and garch option model for barrier option in indonesia stock exchange |
publisher |
Social Sciences Research Society |
series |
International Journal of Economics and Finance Studies |
issn |
1309-8055 1309-8055 |
publishDate |
2011-01-01 |
description |
The purpose of this research is to compare the accuracy of Merton Option Model and GARCH option models for Barrrier Option utilizing data from Astra, BCA, Indofood and Telkom at the Indonesian Stock Exchange. The intraday stock return of Astra, BCA, Indofood and Telkom exhibits an overwhelming presence of volatility clustering, suggesting that GARCH model has an effect which best corresponds with the actual price. The best model is constructed using ARIMA model and the best lag in GARCH model is extracted. The finding from this research show that by comparing the average percentage mean squared errors of the GARCH Option Model and the Merton Option Model , the former was found more accurate than the latter. GARCH Model relatively improves average percentage mean squared errors of Merton Model ; one month option shows fourty six point ninty six percent improvement, two month option shows fifty seventh point twenty two percent and three month option shows twenty three point twenty sevent percent. |
url |
http://www.sobiad.org/eJOURNALS/journal_IJEF/archieves/2011_1/16riko_Hendrawan.pdf |
work_keys_str_mv |
AT rikohendrawan applicationandcomparisonbetweenmertonandgarchoptionmodelforbarrieroptioninindonesiastockexchange |
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