Multi mean garch approach to evaluating hedging performance in the crude palm oil futures market
This paper provides evidence of hedging performance in the crude palm oil market using risk minimisation and the investor's utility function measurement. We use the spot and futures crude palm oil daily prices from the period of January 1996 to August 2008. Using a dynamic model, we estimate th...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Published: |
Penerbit Universiti Sains Malaysia
2011
|
| Subjects: |
| _version_ | 1796961740296028160 |
|---|---|
| author | Zainudin, Rozaimah Shaharudin, Roselee Shah |
| author_facet | Zainudin, Rozaimah Shaharudin, Roselee Shah |
| author_sort | Zainudin, Rozaimah |
| collection | UM |
| description | This paper provides evidence of hedging performance in the crude palm oil market using risk minimisation and the investor's utility function measurement. We use the spot and futures crude palm oil daily prices from the period of January 1996 to August 2008. Using a dynamic model, we estimate three different mean specifications that involve the intercept, Vector Autoregressive (VAR) and Vector Error Correction Model (VECM) within the Baba, Engle, Kraft and Kroner (BEKK) model. The risk minimisation results exhibit that the Intercept-BEKK and VAR-BEKK models tend to give the most variance reduction within the in-sample and out-sample analysis, respectively. However, Intercept-BEKK remains to outcast the other models in giving the most utility function. The empirical evidence shows that different mean specifications will generate varying hedging performance results, especially in relation to the risk minimisation result. However, the difference in the performance among the tested models is small, especially within the investor's utility function measurement. Since a more sophisticated model does not warrant better hedging performance results, we suggest that a parsimony model may be appropriate when improvising the hedging performance. © Asian Academy of Management and Penerbit Universiti Sains Malaysia, 2011. |
| first_indexed | 2024-03-06T05:58:38Z |
| format | Article |
| id | um.eprints-23010 |
| institution | Universiti Malaya |
| last_indexed | 2024-03-06T05:58:38Z |
| publishDate | 2011 |
| publisher | Penerbit Universiti Sains Malaysia |
| record_format | dspace |
| spelling | um.eprints-230102019-11-14T08:21:39Z http://eprints.um.edu.my/23010/ Multi mean garch approach to evaluating hedging performance in the crude palm oil futures market Zainudin, Rozaimah Shaharudin, Roselee Shah HF Commerce This paper provides evidence of hedging performance in the crude palm oil market using risk minimisation and the investor's utility function measurement. We use the spot and futures crude palm oil daily prices from the period of January 1996 to August 2008. Using a dynamic model, we estimate three different mean specifications that involve the intercept, Vector Autoregressive (VAR) and Vector Error Correction Model (VECM) within the Baba, Engle, Kraft and Kroner (BEKK) model. The risk minimisation results exhibit that the Intercept-BEKK and VAR-BEKK models tend to give the most variance reduction within the in-sample and out-sample analysis, respectively. However, Intercept-BEKK remains to outcast the other models in giving the most utility function. The empirical evidence shows that different mean specifications will generate varying hedging performance results, especially in relation to the risk minimisation result. However, the difference in the performance among the tested models is small, especially within the investor's utility function measurement. Since a more sophisticated model does not warrant better hedging performance results, we suggest that a parsimony model may be appropriate when improvising the hedging performance. © Asian Academy of Management and Penerbit Universiti Sains Malaysia, 2011. Penerbit Universiti Sains Malaysia 2011 Article PeerReviewed Zainudin, Rozaimah and Shaharudin, Roselee Shah (2011) Multi mean garch approach to evaluating hedging performance in the crude palm oil futures market. Asian Academy of Management Journal of Accounting and Finance, 7 (1). pp. 111-130. ISSN 1823-4992, http://web.usm.my/journal/aamjaf/vol%207-1-2011/7-1-6.pdf |
| spellingShingle | HF Commerce Zainudin, Rozaimah Shaharudin, Roselee Shah Multi mean garch approach to evaluating hedging performance in the crude palm oil futures market |
| title | Multi mean garch approach to evaluating hedging performance in the crude palm oil futures market |
| title_full | Multi mean garch approach to evaluating hedging performance in the crude palm oil futures market |
| title_fullStr | Multi mean garch approach to evaluating hedging performance in the crude palm oil futures market |
| title_full_unstemmed | Multi mean garch approach to evaluating hedging performance in the crude palm oil futures market |
| title_short | Multi mean garch approach to evaluating hedging performance in the crude palm oil futures market |
| title_sort | multi mean garch approach to evaluating hedging performance in the crude palm oil futures market |
| topic | HF Commerce |
| work_keys_str_mv | AT zainudinrozaimah multimeangarchapproachtoevaluatinghedgingperformanceinthecrudepalmoilfuturesmarket AT shaharudinroseleeshah multimeangarchapproachtoevaluatinghedgingperformanceinthecrudepalmoilfuturesmarket |