The Mean Field Market Model Revisited

Fuente: arXiv
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Autores principales: Hasenbichler, Manuel, Müller, Wolfgang, Thonhauser, Stefan
Formato: Preprint
Publicado: 2023
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author Hasenbichler, Manuel
Müller, Wolfgang
Thonhauser, Stefan
author_facet Hasenbichler, Manuel
Müller, Wolfgang
Thonhauser, Stefan
contents In this paper, we present an alternative perspective on the mean-field LIBOR market model introduced by Desmettre et al. in arXiv:2109.10779. Our novel approach embeds the mean-field model in a classical setup, but retains the crucial feature of controlling the term rate's variances over large time horizons. This maintains the market model's practicability, since calibrations and simulations can be carried out efficiently without nested simulations. In addition, we show that our framework can be directly applied to model term rates derived from SOFR, ESTR or other nearly risk-free overnight short-term rates -- a crucial feature since many IBOR rates are gradually being replaced. These results are complemented by a calibration study and some theoretical arguments which allow to estimate the probability of unrealistically high rates in the presented market models.
format Preprint
id arxiv_https___arxiv_org_abs_2402_10215
institution arXiv
publishDate 2023
record_format arxiv
spellingShingle The Mean Field Market Model Revisited
Hasenbichler, Manuel
Müller, Wolfgang
Thonhauser, Stefan
Mathematical Finance
Probability
Trading and Market Microstructure
60G51, 60H10, 60J70, 91G05, 91G30
In this paper, we present an alternative perspective on the mean-field LIBOR market model introduced by Desmettre et al. in arXiv:2109.10779. Our novel approach embeds the mean-field model in a classical setup, but retains the crucial feature of controlling the term rate's variances over large time horizons. This maintains the market model's practicability, since calibrations and simulations can be carried out efficiently without nested simulations. In addition, we show that our framework can be directly applied to model term rates derived from SOFR, ESTR or other nearly risk-free overnight short-term rates -- a crucial feature since many IBOR rates are gradually being replaced. These results are complemented by a calibration study and some theoretical arguments which allow to estimate the probability of unrealistically high rates in the presented market models.
title The Mean Field Market Model Revisited
topic Mathematical Finance
Probability
Trading and Market Microstructure
60G51, 60H10, 60J70, 91G05, 91G30
url https://arxiv.org/abs/2402.10215