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Inefficient markets and credit risk modeling: Why Merton's model failed

机译:低效的市场和信用风险模型:默顿模型为何失败

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摘要

In the current decade, modeling credit risk is increasingly gaining attention by risk managers of banks and researchers. Among the available credit risk models, Merton's equity-based approach is considered as a pioneering tool for measuring default risks. From the day it was developed by Robert Merton, it is being regarded as one of the primary model of assessing credit risk. In this model the default process is endogenous, and relates to the capital structure of the firm. The model presumes that the only source of uncertainty in equity prices is the uncertainty in the firm's net asset value. Therefore, the only risk considered is the firm specific risk. Ironically, the above market condition holds only when the market is efficient. The model developed in the present paper is virtually a modification of Merton's model. However, it is not subject to the limitation of that model. Therefore, the modified model will necessarily widen the scope of equity-based modeling ranging from a strict efficient market to an inefficient market.
机译:在当前的十年中,银行和研究人员的风险管理人员越来越关注信用风险的建模。在可用的信用风险模型中,默顿基于权益的方法被认为是衡量违约风险的开拓性工具。从罗伯特·默顿(Robert Merton)开发之日起,它就被视为评估信用风险的主要模型之一。在此模型中,默认流程是内生的,并且与公司的资本结构有关。该模型假定,股票价格不确定性的唯一来源是企业净资产价值的不确定性。因此,唯一考虑的风险是公司的特定风险。具有讽刺意味的是,上述市场条件只有在市场有效时才成立。本文开发的模型实际上是对默顿模型的修改。但是,它不受该模型的限制。因此,修改后的模型将必然扩大基于股权的模型的范围,从严格的有效市场到无效的市场。

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