Do Economic Downturns Have an Impact on the Loss Given Default of Mobile Lease Contracts? – An Empirical Study for the German Leasing Market –

Thomas Hartmann-Wendels, Martin Honal
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引用次数: 14

Abstract

Along with the probability of default, the loss given default (LGD) is a crucial variable for the quantification of credit risks. According to the German insolvency law, lessors are allowed to access the leased asset quickly and dispose of it autonomously if the lessee encounters a default. In order to benefit from this advantage over creditors of collateralized bank loans, a reliable estimation of the LGD is of special importance for leasing companies. Using an extensive and unique data set from two major German leasing companies, we analyse the LGD of mobile lease contracts. The contribution of our paper is threefold: First, we extend the empirical evidence about the level and distribution of the LGD according to different asset types. Second, we investigate the impact of macroeconomic conditions on the aggregated LGD and propose a method how leasing companies can determine a downturn LGD for their internal risk control. Third, we address the phenomenon that contracts can “‘resurrect’” from default after some time of financial distress, which has been neglected in academic research so far. Our results suggest that the level of the LGD varies considerably depending on the asset type and that the empirical LGD distribution can be characterized by a bimodal shape. Concerning the impact of the macro-economy on the LGD, we could identify a significant relationship for vehicle leases only. Regarding the resurrection rate, we found empirical evidence for a cyclical variability in all asset categories. On the whole, the findings of our study provide useful insights for the internal credit risk management of leasing companies.
经济衰退对移动租赁合同违约造成的损失有影响吗?-德国租赁市场的实证研究-
与违约概率一样,违约损失(LGD)是信用风险量化的重要变量。根据德国破产法,如果承租人违约,出租人可以迅速获得租赁资产并自主处置。为了从这种相对于银行抵押贷款债权人的优势中获益,对租赁公司来说,可靠的LGD估计尤为重要。使用来自两家主要德国租赁公司的广泛而独特的数据集,我们分析了移动租赁合同的LGD。本文的贡献体现在三个方面:首先,我们扩展了不同资产类型下LGD水平和分布的经验证据。其次,研究宏观经济条件对累计LGD的影响,并提出租赁公司确定LGD下滑的内部风险控制方法。第三,我们解决了合同在一段时间的财务困境后可以从违约中“复活”的现象,这在迄今为止的学术研究中一直被忽视。我们的研究结果表明,LGD水平随资产类型的不同而有很大差异,并且经验LGD分布可以表现为双峰型。关于宏观经济对LGD的影响,我们可以发现只有车辆租赁有显著的关系。关于复苏率,我们发现所有资产类别都存在周期性变化的经验证据。研究结果为租赁公司内部信用风险管理提供了有益的启示。
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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