Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices

We introduce the Reward–VaR curve, a novel framework for evaluating risk-adjusted investment performance across a range of investor risk preferences. When returns are normally distributed, the Reward–VaR curve yields the same asset ranking as the Sharpe ratio. However, when the third-order modified...

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محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Leduc, Guillaume (author)
مؤلفون آخرون: Perera, Shyam Sanjeewa Nishantha (author)
التنسيق: article
منشور في: 2025
الموضوعات:
الوصول للمادة أونلاين:https://hdl.handle.net/11073/33300
الوسوم: إضافة وسم
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author Leduc, Guillaume
author2 Perera, Shyam Sanjeewa Nishantha
author2_role author
author_facet Leduc, Guillaume
Perera, Shyam Sanjeewa Nishantha
author_role author
dc.creator.none.fl_str_mv Leduc, Guillaume
Perera, Shyam Sanjeewa Nishantha
dc.date.none.fl_str_mv 2025-11-07
2026-04-20T04:52:48Z
2026-04-20T04:52:48Z
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv Leduc, G., &Perera, S. S. N. (2025). Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices. Journal of Risk and Financial Management, 18(11), 623. https://doi.org/10.3390/jrfm18110623
1911-8074
https://hdl.handle.net/11073/33300
10.3390/jrfm18110623
dc.language.none.fl_str_mv en
dc.publisher.none.fl_str_mv MDPI
dc.relation.none.fl_str_mv https://doi.org/10.3390/jrfm18110623
dc.rights.none.fl_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
dc.subject.none.fl_str_mv Asset ranking
Risk profile
Risk-adjusted performance
Islamic finance
Value-at-Risk
Bootstrapping
dc.title.none.fl_str_mv Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices
dc.type.none.fl_str_mv Peer-Reviewed
Published version
info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
description We introduce the Reward–VaR curve, a novel framework for evaluating risk-adjusted investment performance across a range of investor risk preferences. When returns are normally distributed, the Reward–VaR curve yields the same asset ranking as the Sharpe ratio. However, when the third-order modified VaR is used, a new paradigm emerges beyond the simplistic “better/worse” ranking: if no asset dominates at all confidence levels, one becomes preferable for risk-averse investors, while the other is favored by the risk-tolerant. For empirical implementation, we incorporate bootstrapping to separate robust performance patterns from sampling noise. We apply the methodology to compare conventional equity indices and their Islamic counterparts from the S&P Dow Jones Global Index family across nine markets from 2000 to 2024: Asia-Pacific, Canada, Developed, Emerging, Europe, Japan, UK, US, and World. Our empirical results reveal market-condition dependent dominance patterns. During bull markets, conventional indices dominate in most regions, except the European and World markets, where no dominance is observed, and Japan, where the Islamic index outperforms. In bear markets, Islamic indices dominate in most regions, with the exception of Emerging Markets, where dominance is partial, and Japan, where no clear difference is observed. Over the full sample, most markets show no significant long-run AcademicEditor: ThanasisStengos Received: 21September2025 Revised: 22October2025 Accepted: 3November2025 Published: 7 November2025 Citation: Leduc, G., &Perera, S. S. N. (2025). Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices. Journal of Risk and Financial Management, 18(11), 623. https://doi.org/10.3390/jrfm18110623 Copyright: ©2025bytheauthors. Licensee MDPI,Basel,Switzerland. This article is an open access article distributed under the termsand conditions of the Creative Commons Attribution (CC BY)license (https://creativecommons.org/ licenses/by/4.0/). dominance, except Canada and Emerging Markets, where conventional indices outperform.
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identifier_str_mv Leduc, G., &Perera, S. S. N. (2025). Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices. Journal of Risk and Financial Management, 18(11), 623. https://doi.org/10.3390/jrfm18110623
1911-8074
10.3390/jrfm18110623
language_invalid_str_mv en
network_acronym_str aus
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oai_identifier_str oai:repository.aus.edu:11073/33300
publishDate 2025
publisher.none.fl_str_mv MDPI
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rights_invalid_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
spelling Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional IndicesLeduc, GuillaumePerera, Shyam Sanjeewa NishanthaAsset rankingRisk profileRisk-adjusted performanceIslamic financeValue-at-RiskBootstrappingWe introduce the Reward–VaR curve, a novel framework for evaluating risk-adjusted investment performance across a range of investor risk preferences. When returns are normally distributed, the Reward–VaR curve yields the same asset ranking as the Sharpe ratio. However, when the third-order modified VaR is used, a new paradigm emerges beyond the simplistic “better/worse” ranking: if no asset dominates at all confidence levels, one becomes preferable for risk-averse investors, while the other is favored by the risk-tolerant. For empirical implementation, we incorporate bootstrapping to separate robust performance patterns from sampling noise. We apply the methodology to compare conventional equity indices and their Islamic counterparts from the S&P Dow Jones Global Index family across nine markets from 2000 to 2024: Asia-Pacific, Canada, Developed, Emerging, Europe, Japan, UK, US, and World. Our empirical results reveal market-condition dependent dominance patterns. During bull markets, conventional indices dominate in most regions, except the European and World markets, where no dominance is observed, and Japan, where the Islamic index outperforms. In bear markets, Islamic indices dominate in most regions, with the exception of Emerging Markets, where dominance is partial, and Japan, where no clear difference is observed. Over the full sample, most markets show no significant long-run AcademicEditor: ThanasisStengos Received: 21September2025 Revised: 22October2025 Accepted: 3November2025 Published: 7 November2025 Citation: Leduc, G., &Perera, S. S. N. (2025). Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices. Journal of Risk and Financial Management, 18(11), 623. https://doi.org/10.3390/jrfm18110623 Copyright: ©2025bytheauthors. Licensee MDPI,Basel,Switzerland. This article is an open access article distributed under the termsand conditions of the Creative Commons Attribution (CC BY)license (https://creativecommons.org/ licenses/by/4.0/). dominance, except Canada and Emerging Markets, where conventional indices outperform.American University of SharjahMDPI2026-04-20T04:52:48Z2026-04-20T04:52:48Z2025-11-07Peer-ReviewedPublished versioninfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfLeduc, G., &Perera, S. S. N. (2025). Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices. Journal of Risk and Financial Management, 18(11), 623. https://doi.org/10.3390/jrfm181106231911-8074https://hdl.handle.net/11073/3330010.3390/jrfm18110623enhttps://doi.org/10.3390/jrfm18110623Attribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/oai:repository.aus.edu:11073/333002026-04-20T06:46:30Z
spellingShingle Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices
Leduc, Guillaume
Asset ranking
Risk profile
Risk-adjusted performance
Islamic finance
Value-at-Risk
Bootstrapping
status_str publishedVersion
title Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices
title_full Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices
title_fullStr Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices
title_full_unstemmed Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices
title_short Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices
title_sort Ranking Investment Opportunities Across Risk-Aversion Levels: Application to Islamic and Conventional Indices
topic Asset ranking
Risk profile
Risk-adjusted performance
Islamic finance
Value-at-Risk
Bootstrapping
url https://hdl.handle.net/11073/33300