Linear and nonlinear interest rate sensitivity of Spanish banks

Laura Ballester, Román Ferrer, Cristóbal González
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引用次数: 43

Abstract

Interest rate risk is one of the major financial risks faced by banks due to the very nature of the banking business. The most common approach in the literature has been to estimate the impact of interest rate risk on banks using a simple linear regression model. However, the relationship between interest rate changes and bank stock returns does not need to be exclusively linear. This article provides a comprehensive analysis of the interest rate exposure of the Spanish banking industry employing both parametric and non-parametric estimation methods. Its main contribution is to use, for the first time in the context of banks’ interest rate risk, a nonparametric regression technique that avoids the assumption of a specific functional form.

On the one hand, it is found that the Spanish banking sector exhibits a remarkable degree of interest rate exposure, although the impact of interest rate changes on bank, stock returns have significantly declined following the introduction of the euro. Further, a pattern of positive exposure emerges during the post-euro period. On the other hand, the results corresponding to the nonparametric model support the expansion of the conventional linear model in an attempt to gain a greater insight into the actual degree of exposure.

西班牙银行的线性和非线性利率敏感性
由于银行业务的性质,利率风险是银行面临的主要金融风险之一。文献中最常见的方法是使用简单的线性回归模型来估计利率风险对银行的影响。然而,利率变化与银行股收益之间的关系并不一定是完全线性的。本文采用参数和非参数估计方法对西班牙银行业的利率风险敞口进行了全面分析。它的主要贡献是首次在银行利率风险的背景下使用了一种非参数回归技术,该技术避免了对特定函数形式的假设。一方面,我们发现西班牙银行业表现出显著程度的利率敞口,尽管利率变化对银行、股票收益的影响在引入欧元后显著下降。此外,后欧元时期出现了一种积极敞口模式。另一方面,非参数模型对应的结果支持传统线性模型的扩展,试图更深入地了解实际暴露程度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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