BOUNDARY PRESERVING EXPLICIT SCHEME FOR THE AIT-SAHALIA MODEL

被引:7
作者
Halidias, Nikolaos [1 ]
Stamatiou, Ioannis S. [2 ]
机构
[1] Univ Aegean, Dept Stat & Actuarial Financial Math, Samos, Greece
[2] Univ West Attica, Dept Biomed Sci, Athens, Greece
来源
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B | 2023年 / 28卷 / 01期
关键词
Explicit numerical scheme; semi-discrete method; non-linear stochastic differential equations; A??t-Sahalia model; APPROXIMATIONS;
D O I
10.3934/dcdsb.2022092
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We are interested in the numerical approximation of solutions of nonlinear stochastic differential equations, that appear in financial mathematics. Here, we study the A?? spacing diaeresis t-Sahalia model. We propose an explicit numerical scheme where we actually approximate the Lamperti transformation of the original stochastic differential equation and then transform back. The proposed method is domain preserving and is proven to converge strongly to the solution process with order at least 1 with no extra restrictions on the step-size Delta. Numerical experiments verify the theoretical results.
引用
收藏
页码:648 / 664
页数:17
相关论文
共 9 条
[1]   Testing continuous-time models of the spot interest rate [J].
Ait-Sahalia, Y .
REVIEW OF FINANCIAL STUDIES, 1996, 9 (02) :385-426
[2]   On the construction of boundary preserving numerical schemes [J].
Halidias, Nikolaos .
MONTE CARLO METHODS AND APPLICATIONS, 2016, 22 (04) :277-289
[3]   Semi-discrete approximations for stochastic differential equations and applications [J].
Halidias, Nikolaos .
INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2012, 89 (06) :780-794
[4]   PROPERTY AND NUMERICAL SIMULATION OF THE AIT-SAHALIA-RHO MODEL WITH NONLINEAR GROWTH CONDITIONS [J].
Jiang, Feng ;
Yang, Hua ;
Tian, Tianhai .
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2017, 22 (01) :101-113
[5]  
Kloeden P. E., 1994, NUMERICAL SOLUTION S
[6]   First order strong approximations of scalar SDEs defined in a domain [J].
Neuenkirch, Andreas ;
Szpruch, Lukasz .
NUMERISCHE MATHEMATIK, 2014, 128 (01) :103-136
[7]  
Stamatiou Ioannis S., 2021, Nonlinear Analysis, Differential Equations, and Applications, P625
[8]   Numerical simulation of a strongly nonlinear Ait-Sahalia-type interest rate model [J].
Szpruch, Lukasz ;
Mao, Xuerong ;
Higham, Desmond J. ;
Pan, Jiazhu .
BIT NUMERICAL MATHEMATICS, 2011, 51 (02) :405-425
[9]  
Willett D, 1965, Monatshefte fur Mathematik, V69, P362, DOI DOI 10.1007/BF01297622