Singular spectrum analysis for modelling the hard-to-model risk factors
Andrés Berenguer (),
Luis Gandarias and
Álvaro Arévalo
Additional contact information
Andrés Berenguer: Market Risk, CIB, Santander Bank
Luis Gandarias: Market Risk, CIB, Santander Bank
Álvaro Arévalo: Market Risk, CIB, Santander Bank
Risk Management, 2020, vol. 22, issue 3, No 2, 178-191
Abstract:
Abstract The modelling of the hard-to-model risks factors is one of the topics of great interest to the financial industry. The industry is spending lots of resources on efforts to account for the hard-to-model risks in their risk management frameworks. Currently, the concept describing these risks is the Risk Not in VaR. In its turn, the newly composed Fundamental Review of the Trading Book text similarly prescribes to classify risk factors that do not have a history of continuously available real prices as non-modellable risk factors. Both entities and financial regulatory authorities have shown great concern in the search for efficient techniques and models that allow for a more accurate estimation of the risks factors linked to the derivatives. An accurate modelling of these risk factors can lead to considerable optimization in the capital charges, but any model assumption must be duly justified and supported by the entities. In this paper, the (Multichannel) Singular Spectrum Analysis for modelling these risk factors is analysed.
Keywords: Banking; Capital; FRTB; Matrix decomposition; Risk; RNIV; Singular spectrum analysis; Time series; VaR (search for similar items in EconPapers)
JEL-codes: C14 C21 C22 C23 C31 C32 C33 C38 C53 C58 C60 C63 C65 G11 G17 G18 (search for similar items in EconPapers)
Date: 2020
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (1)
Downloads: (external link)
http://link.springer.com/10.1057/s41283-020-00060-5 Abstract (text/html)
Access to the full text of the articles in this series is restricted.
Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:pal:risman:v:22:y:2020:i:3:d:10.1057_s41283-020-00060-5
Ordering information: This journal article can be ordered from
https://www.palgrave.com/gp/journal/41283
DOI: 10.1057/s41283-020-00060-5
Access Statistics for this article
Risk Management is currently edited by Igor Loncarski
More articles in Risk Management from Palgrave Macmillan
Bibliographic data for series maintained by Sonal Shukla () and Springer Nature Abstracting and Indexing ().