An Investigation into the suitability of using GARCH process for pricing options on the SAFEX all share index futures contracts
| dc.contributor.advisor | Dorrington, Robert | |
| dc.contributor.advisor | MacDonald, lain | |
| dc.contributor.author | Miller, Saul | |
| dc.date.accessioned | 2024-08-16T13:18:42Z | |
| dc.date.available | 2024-08-16T13:18:42Z | |
| dc.date.issued | 1999 | |
| dc.date.updated | 2024-08-16T11:46:37Z | |
| dc.description.abstract | This thesis primarily sets out to investigate the possibility of incorporating autoregressive conditional heteroskedasticity (ARCH) assumptions in an option-valuation model for All Share Index option contracts, as an alternative to the constant variance assumption required by the Black-Scholes option-pricing model. This involves an assessment of whether the log-returns of the ALSI futures (the instruments underling the ALSl option) follow an ARCH process. A secondary objective is to assess the potential for using an ARCH process to model the ALST spot log returns. This could have the following uses: • Pricing over-the-counter ALSI spot options. • Using the forecast spot return ARCH volatility as a proxy for the forecast ALSI future log return volatility if they have similarly. This is desirable for pricing options on new futures contracts when there is insufficient historical futures data available to fit an ARCH model. Evidence of ARCH presence is determined by examining autocorrelation in the square error terms of the log returns. Although some statistically significant autocorrelations were found, the lags which exhibited these significant autocorrelations showed no pattern. Furthermore, lags which exhibited these significant autocorrelations changed over time. | |
| dc.identifier.apacitation | Miller, S. (1999). <i>An Investigation into the suitability of using GARCH process for pricing options on the SAFEX all share index futures contracts</i>. (). ,Faculty of Commerce ,Graduate School of Business (GSB). Retrieved from http://hdl.handle.net/11427/40529 | en_ZA |
| dc.identifier.chicagocitation | Miller, Saul. <i>"An Investigation into the suitability of using GARCH process for pricing options on the SAFEX all share index futures contracts."</i> ., ,Faculty of Commerce ,Graduate School of Business (GSB), 1999. http://hdl.handle.net/11427/40529 | en_ZA |
| dc.identifier.citation | Miller, S. 1999. An Investigation into the suitability of using GARCH process for pricing options on the SAFEX all share index futures contracts. . ,Faculty of Commerce ,Graduate School of Business (GSB). http://hdl.handle.net/11427/40529 | en_ZA |
| dc.identifier.ris | TY - Thesis / Dissertation AU - Miller, Saul AB - [NOT OCR'D] DA - 1999 DB - OpenUCT DP - University of Cape Town KW - Business Science LK - https://open.uct.ac.za PY - 1999 T1 - An Investigation into the suitability of using GARCH process for pricing options on the SAFEX all share index futures contracts TI - An Investigation into the suitability of using GARCH process for pricing options on the SAFEX all share index futures contracts UR - http://hdl.handle.net/11427/40529 ER - | en_ZA |
| dc.identifier.uri | http://hdl.handle.net/11427/40529 | |
| dc.identifier.vancouvercitation | Miller S. An Investigation into the suitability of using GARCH process for pricing options on the SAFEX all share index futures contracts. []. ,Faculty of Commerce ,Graduate School of Business (GSB), 1999 [cited yyyy month dd]. Available from: http://hdl.handle.net/11427/40529 | en_ZA |
| dc.language.rfc3066 | eng | |
| dc.publisher.department | Graduate School of Business (GSB) | |
| dc.publisher.faculty | Faculty of Commerce | |
| dc.subject | Business Science | |
| dc.title | An Investigation into the suitability of using GARCH process for pricing options on the SAFEX all share index futures contracts | |
| dc.type | Thesis / Dissertation | |
| dc.type.qualificationlevel | Masters | |
| dc.type.qualificationlevel | Masters |