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Article

The Rating Scale Paradox: An Application to the Solvency 2 Framework

by
Jacopo Giacomelli
1,2,†
1
SACE S.p.A, Piazza Poli 42, 00187 Rome, Italy
2
Department of Statistics, Sapienza University of Rome, Viale Regina Elena 295, 00161 Rome, Italy
The views and opinions expressed in this article are those of the author and do not necessarily reflect the official policy or position of SACE S.p.A.
Standards 2023, 3(4), 356-372; https://doi.org/10.3390/standards3040025
Submission received: 14 June 2023 / Revised: 5 October 2023 / Accepted: 10 October 2023 / Published: 12 October 2023

Abstract

This work aims to identify the optimal rating scale for the rating system used by a credit insurance company subjected to the Solvency 2 regulatory framework. To do so, we apply and further develop a previously published result concerning the rating scale properties. The partition underlying a given rating scale must satisfy two needs of the rating model user: efficient information synthesis and stable semantics. Those needs cannot be addressed together in general. Nonetheless, it is possible to specify the partition as a linear combination of the two choices that meet one requirement each. We numerically show that, in general, the optimal combination is nontrivial under realistic assumptions and is mainly driven by the target return fixed by the company’s stakeholders and the debtors’ probability of default distribution.
Keywords: rating models; master scale; automated decisional systems; credit risk; Solvency 2 rating models; master scale; automated decisional systems; credit risk; Solvency 2

Share and Cite

MDPI and ACS Style

Giacomelli, J. The Rating Scale Paradox: An Application to the Solvency 2 Framework. Standards 2023, 3, 356-372. https://doi.org/10.3390/standards3040025

AMA Style

Giacomelli J. The Rating Scale Paradox: An Application to the Solvency 2 Framework. Standards. 2023; 3(4):356-372. https://doi.org/10.3390/standards3040025

Chicago/Turabian Style

Giacomelli, Jacopo. 2023. "The Rating Scale Paradox: An Application to the Solvency 2 Framework" Standards 3, no. 4: 356-372. https://doi.org/10.3390/standards3040025

APA Style

Giacomelli, J. (2023). The Rating Scale Paradox: An Application to the Solvency 2 Framework. Standards, 3(4), 356-372. https://doi.org/10.3390/standards3040025

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