Bounding basis risk using s-convex orders on Beta-unimodal distributions
Claude Lefèvre (),
Stéphane Loisel and
Pierre Montesinos ()
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Claude Lefèvre: ULB - Département de Mathématique [Bruxelles] - ULB - Faculté des Sciences [Bruxelles] - ULB - Université libre de Bruxelles
Pierre Montesinos: LSAF - Laboratoire de Sciences Actuarielle et Financière - UCBL - Université Claude Bernard Lyon 1 - Université de Lyon
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Abstract:
This paper is concerned with properties of Beta-unimodal distributions and their use to assess the basis risk inherent to index-based insurance or reinsurance contracts. To this extent, we first characterize s-convex stochastic orders for Beta-unimodal distributions in terms of the Weyl fractional integral. We then determine s-convex extrema for such distributions , focusing in particular on the cases s = 2, 3, 4. Next, we define an Enterprise Risk Management framework that relies on Beta-unimodality to assess these hedge imperfections , introducing several penalty functions and worst case scenarios. Some of the results obtained are illustrated numerically via a representative catastrophe model.
Keywords: Risk management; Parametric index; Basis risk; Beta-unimodality; s-convex stochas- tic orders; s-convex extrema (search for similar items in EconPapers)
Date: 2020-05-18
New Economics Papers: this item is included in nep-ias and nep-rmg
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Working Paper: Bounding Basis-Risk Using s-convex Orders on Beta-unimodal Distributions (2020)
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Persistent link: https://EconPapers.repec.org/RePEc:hal:wpaper:hal-02611208
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