CONVERGENCE RATE OF AN EXPLICIT FINITE DIFFERENCE SCHEME FOR A CREDIT RATING MIGRATION PROBLEM

被引:6
|
作者
Li, Yan [1 ]
Zhang, Zhengce [1 ]
Hu, Bei [2 ,3 ]
机构
[1] Xi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R China
[2] Univ Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USA
[3] Renmin Univ China, Inst Math Sci, Beijing 100872, Peoples R China
基金
中国国家自然科学基金;
关键词
free boundary problem; discountinuous leading order coefficient; finite difference scheme; error estimates; convergence rate; MONOTONE-APPROXIMATION SCHEMES; BINOMIAL TREE SCHEME; BELLMAN EQUATIONS; FREE-BOUNDARY; ERROR-BOUNDS; AMERICAN;
D O I
10.1137/17M1151833
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we present a rigorous proof for the convergence and error estimates of a free boundary problem modeling a credit rating migration. The high and low rating regions are characterized by different volatilities sigma(H) and sigma(L), respectively. The high and low rating regions are separated by a free boundary. The changes in volatilities across the free boundary result in a discountinuity of the leading order coefficients, which implies that the solution will have a discontinuous second order spatial derivative across the free boundary; it is a challenge to establish convergence of a finite difference scheme for this type of solution. Through an approximation by smooth coefficients, energy estimates, delicate construction of super- and subsolutions, and establishment of a comparison principle, we prove L-infinity convergence of the explicit finite difference scheme. Furthermore, the convergence rate is of 1/4 order temporal accuracy and of 1/2 order spatial accuracy. To our best knowledge, this is the first work on convergence of a finite difference scheme for a rating migration problem.
引用
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页码:2430 / 2460
页数:31
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