On the usage of the Lie group symmetries for term structure models with nonlinear drift and squared volatility functions

One of the central tasks of financial analysis is the study of the behavior of the dynamics of interest rates. The most well­known affine models are not able to describe real yield curves with the necessary accuracy, so more and more often researchers are trying to build more complex and, it is beli...

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Main Author: Dzmitry A. Pauliu
Format: Article
Language:Belarusian
Published: Belarusian State University 2019-01-01
Series: Журнал Белорусского государственного университета: Математика, информатика
Subjects:
Online Access:https://journals.bsu.by/index.php/mathematics/article/view/782
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spelling doaj-9555809de3e64f998c7dc2cd1290b0012020-11-25T02:07:42ZbelBelarusian State University Журнал Белорусского государственного университета: Математика, информатика 2520-65082617-39562019-01-0123446782On the usage of the Lie group symmetries for term structure models with nonlinear drift and squared volatility functionsDzmitry A. Pauliu0Belarusian State University, Niezaliežnasci Avenue, 4, 220030, Minsk, BelarusOne of the central tasks of financial analysis is the study of the behavior of the dynamics of interest rates. The most well­known affine models are not able to describe real yield curves with the necessary accuracy, so more and more often researchers are trying to build more complex and, it is believed, likelihood non­affinity models of the term structure of interest rate yields. One of the main problems of constructing such models is the solution of a parabolic differential equation in partial derivatives, which sets the cost of a zero­coupon bond – in order to study the properties of models it is convenient to have such a solution in an analytical form. In this paper, we consider a generalized model with nonlinear drift and squared volatility functions, which includes most of the already known models. To solve a parabolic equation associated with such a model, we use the theory of Lie groups, which makes it possible to systematize and completely algorithmize the approach to constructing solutions. On the basis of this approach, solutions are found for some particular cases of models, both new ones that have not been previously encountered by the author, and those that already known. Also for the non­affine Ana – Gao model, a more general solution is found in comparison with the original one. In the end, a numerical experiment was carried out using real data from the European Central Bank.https://journals.bsu.by/index.php/mathematics/article/view/782lie group symmetriesinfinitesimal generatorinterest ratesyield curveforward ratezero-coupon bonds
collection DOAJ
language Belarusian
format Article
sources DOAJ
author Dzmitry A. Pauliu
spellingShingle Dzmitry A. Pauliu
On the usage of the Lie group symmetries for term structure models with nonlinear drift and squared volatility functions
Журнал Белорусского государственного университета: Математика, информатика
lie group symmetries
infinitesimal generator
interest rates
yield curve
forward rate
zero-coupon bonds
author_facet Dzmitry A. Pauliu
author_sort Dzmitry A. Pauliu
title On the usage of the Lie group symmetries for term structure models with nonlinear drift and squared volatility functions
title_short On the usage of the Lie group symmetries for term structure models with nonlinear drift and squared volatility functions
title_full On the usage of the Lie group symmetries for term structure models with nonlinear drift and squared volatility functions
title_fullStr On the usage of the Lie group symmetries for term structure models with nonlinear drift and squared volatility functions
title_full_unstemmed On the usage of the Lie group symmetries for term structure models with nonlinear drift and squared volatility functions
title_sort on the usage of the lie group symmetries for term structure models with nonlinear drift and squared volatility functions
publisher Belarusian State University
series Журнал Белорусского государственного университета: Математика, информатика
issn 2520-6508
2617-3956
publishDate 2019-01-01
description One of the central tasks of financial analysis is the study of the behavior of the dynamics of interest rates. The most well­known affine models are not able to describe real yield curves with the necessary accuracy, so more and more often researchers are trying to build more complex and, it is believed, likelihood non­affinity models of the term structure of interest rate yields. One of the main problems of constructing such models is the solution of a parabolic differential equation in partial derivatives, which sets the cost of a zero­coupon bond – in order to study the properties of models it is convenient to have such a solution in an analytical form. In this paper, we consider a generalized model with nonlinear drift and squared volatility functions, which includes most of the already known models. To solve a parabolic equation associated with such a model, we use the theory of Lie groups, which makes it possible to systematize and completely algorithmize the approach to constructing solutions. On the basis of this approach, solutions are found for some particular cases of models, both new ones that have not been previously encountered by the author, and those that already known. Also for the non­affine Ana – Gao model, a more general solution is found in comparison with the original one. In the end, a numerical experiment was carried out using real data from the European Central Bank.
topic lie group symmetries
infinitesimal generator
interest rates
yield curve
forward rate
zero-coupon bonds
url https://journals.bsu.by/index.php/mathematics/article/view/782
work_keys_str_mv AT dzmitryapauliu ontheusageoftheliegroupsymmetriesfortermstructuremodelswithnonlineardriftandsquaredvolatilityfunctions
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