DOI: https://doi.org/10.9744/jmk.13.2.117-123

GARCH-Type Models on the Volatility of Indonesian Cocoa’s Spot Price Returns

Saarce Elsye Hatane

Abstract


Cocoa plays an important role in generating Indonesian foreign exchange revenues since it is one of Indonesia’s primary commodity exports. Meanwhile, as part of plantation commodity, cocoa’s price also has volatility nature. This study has two aims: to examine the predictability of GARCH-type models (ARCH, GARCH, GARCH-M, EGARCH, and TGARCH) on the cocoa’s returns volatility and to determine the best predictability model among the significant GARCH-type models. Two independent variables used in this study are the residual from the mean equation and volatility of error variances in the previous periods. The prices used are spot price series in periods of January 2005 to June 2011 from BAPPEBTI (Indonesian Commodity Futures Trading Regulatory Agency – CoFTRA). The results show that GARCH-M and EGARCH models are the best prediction models.

Keywords


volatility, GARCH, cocoa, residual, spot price

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DOI: https://doi.org/10.9744/jmk.13.2.117-123



The Journal is published by Management Study Program, Faculty of Business and Economics, Petra Christian University. It available online supported by Directorate General of Higher Education - Ministry of Research, Technology and Higher Education of the Republic of Indonesia.

©All right reserved 2016.Jurnal Manajemen dan Kewirausahaan, ISSN: 1411-1438, e-ISSN: 2338-8234

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