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On s-convex bounds for Beta-unimodal distributions with applications to basis risk assessment.

Authors :
Lefèvre, Claude
Loisel, Stéphane
Montesinos, Pierre
Source :
Scandinavian Actuarial Journal. Aug2021, Vol. 2021 Issue 6, p476-504. 29p.
Publication Year :
2021

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03461238
Volume :
2021
Issue :
6
Database :
Academic Search Index
Journal :
Scandinavian Actuarial Journal
Publication Type :
Academic Journal
Accession number :
151347955
Full Text :
https://doi.org/10.1080/03461238.2020.1852596