A general theory of finite state Backward Stochastic Difference Equations

被引:55
作者
Cohen, Samuel N. [1 ]
Elliott, Robert J. [1 ,2 ]
机构
[1] Univ Adelaide, Sch Math Sci, Adelaide, SA 5005, Australia
[2] Univ Calgary, Haskayne Sch Business, Calgary, AB T2N 1N4, Canada
基金
澳大利亚研究理事会;
关键词
BSDE; Comparison theorem; Nonlinear expectation; Dynamic risk measures; RISK MEASURES;
D O I
10.1016/j.spa.2010.01.004
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
By analogy with the theory of Backward Stochastic Differential Equations, we define Backward Stochastic Difference Equations on spaces related to discrete time, finite state processes. This paper considers these processes as constructions in their own right, not as approximations to the continuous case. We establish the existence and uniqueness of solutions under weaker assumptions than are needed in the Continuous time setting, and also establish a comparison theorem for these solutions. The conditions of this theorem are shown to approximate those required in the continuous time setting. We also explore the relationship between the driver F and the set of solutions; in particular, we determine under what conditions the driver is uniquely determined by the solution. Applications to the theory of nonlinear expectations are explored, including a representation result. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:442 / 466
页数:25
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