Nonparametric tests of strike price and expiration bias in the implied volatility of the South African All Share Index Future Contract

In this article we assess the appropriateness of the constant volatility assumption required by the Black (1976) option pricing model for options on the All Share Index future. The assessment uses similar nonparametric tests as implemented in Rubinstein for data recorded over the 1992 to 1996 period...

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Main Authors: Ralf Wandmacher, David J. Bradfield
Format: Article
Language:English
Published: AOSIS 1998-06-01
Series:South African Journal of Business Management
Online Access:https://sajbm.org/index.php/sajbm/article/view/773
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spelling doaj-7531213c8af64570b3600dbccf120d6d2021-04-02T14:47:33ZengAOSISSouth African Journal of Business Management2078-55852078-59761998-06-01292778710.4102/sajbm.v29i2.773493Nonparametric tests of strike price and expiration bias in the implied volatility of the South African All Share Index Future ContractRalf Wandmacher0David J. Bradfield1Department of Statistical Sciences, University of Cape TownDepartment of Statistical Sciences, University of Cape TownIn this article we assess the appropriateness of the constant volatility assumption required by the Black (1976) option pricing model for options on the All Share Index future. The assessment uses similar nonparametric tests as implemented in Rubinstein for data recorded over the 1992 to 1996 period. In the nonparametric tests we focus on the examination of constant volatility across both striking prices as well as expiration dates. The nonparametric tests are not only based on traditional measures of statistical significance to examine the constant volatility assumption, but also utilize a measure of economic importance to assess the practical usefulness of the results. Our empirical results of both measures suggest that the assumption of constant volatility is inappropriate for options on the All Share Index future. Our results point to a pattern of rising volatility with increasing time to expiration and a higher volatility for out-of-the-money options compared to at-the-money options. This evidence is consistent with evidence in international markets found in the USA and the Netherlands.https://sajbm.org/index.php/sajbm/article/view/773
collection DOAJ
language English
format Article
sources DOAJ
author Ralf Wandmacher
David J. Bradfield
spellingShingle Ralf Wandmacher
David J. Bradfield
Nonparametric tests of strike price and expiration bias in the implied volatility of the South African All Share Index Future Contract
South African Journal of Business Management
author_facet Ralf Wandmacher
David J. Bradfield
author_sort Ralf Wandmacher
title Nonparametric tests of strike price and expiration bias in the implied volatility of the South African All Share Index Future Contract
title_short Nonparametric tests of strike price and expiration bias in the implied volatility of the South African All Share Index Future Contract
title_full Nonparametric tests of strike price and expiration bias in the implied volatility of the South African All Share Index Future Contract
title_fullStr Nonparametric tests of strike price and expiration bias in the implied volatility of the South African All Share Index Future Contract
title_full_unstemmed Nonparametric tests of strike price and expiration bias in the implied volatility of the South African All Share Index Future Contract
title_sort nonparametric tests of strike price and expiration bias in the implied volatility of the south african all share index future contract
publisher AOSIS
series South African Journal of Business Management
issn 2078-5585
2078-5976
publishDate 1998-06-01
description In this article we assess the appropriateness of the constant volatility assumption required by the Black (1976) option pricing model for options on the All Share Index future. The assessment uses similar nonparametric tests as implemented in Rubinstein for data recorded over the 1992 to 1996 period. In the nonparametric tests we focus on the examination of constant volatility across both striking prices as well as expiration dates. The nonparametric tests are not only based on traditional measures of statistical significance to examine the constant volatility assumption, but also utilize a measure of economic importance to assess the practical usefulness of the results. Our empirical results of both measures suggest that the assumption of constant volatility is inappropriate for options on the All Share Index future. Our results point to a pattern of rising volatility with increasing time to expiration and a higher volatility for out-of-the-money options compared to at-the-money options. This evidence is consistent with evidence in international markets found in the USA and the Netherlands.
url https://sajbm.org/index.php/sajbm/article/view/773
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