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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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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1724930195582877696 |