Robust asset-liability management under CRRA utility criterion with regime switching: a continuous-time model

IF 0.5 4区 数学 Q4 STATISTICS & PROBABILITY
Xiaowei Chen, F. Huang, Xiufang Li
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引用次数: 4

Abstract

Abstract This article describes a robust continuous-time asset-liability management problem under Markov regime-switching. First, we employ the “homothetic robustness” to preserve the performance of robustness for the ALM model, which runs well in precisely modified state variables and performs reasonably if some forms of model misspecification exist. Second, we consider the asset-to-liability ratio instead of the surplus, which ensures that we use relative values instead of absolute values to modify the wealth process. Besides, we use the stochastic dynamic programming method to get some closed-form results and analyze the impacts of parameters on the investment strategy and value function, respectively, by numerical examples.
CRRA效用准则下具有制度转换的稳健资产负债管理:一个连续时间模型
摘要本文描述了一个马尔可夫机制切换下的稳健连续时间资产负债管理问题。首先,我们使用“同构鲁棒性”来保持ALM模型的鲁棒性性能,该模型在精确修改的状态变量中运行良好,并且在存在某些形式的模型错误指定的情况下表现合理。其次,我们考虑资产负债率而不是盈余,这确保了我们使用相对值而不是绝对值来修改财富过程。此外,我们使用随机动态规划方法得到了一些闭合形式的结果,并通过数值例子分别分析了参数对投资策略和价值函数的影响。
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来源期刊
Stochastic Models
Stochastic Models 数学-统计学与概率论
CiteScore
1.30
自引率
14.30%
发文量
42
审稿时长
>12 weeks
期刊介绍: Stochastic Models publishes papers discussing the theory and applications of probability as they arise in the modeling of phenomena in the natural sciences, social sciences and technology. It presents novel contributions to mathematical theory, using structural, analytical, algorithmic or experimental approaches. In an interdisciplinary context, it discusses practical applications of stochastic models to diverse areas such as biology, computer science, telecommunications modeling, inventories and dams, reliability, storage, queueing theory, mathematical finance and operations research.
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