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Analysis on Cost of Securitization and Its Implication on Asset Quality Deterioration in Banks with Empirical Evidence

机译:银行证券化成本分析及其对资产质量恶化的影响

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The main purpose of securitization is to create the maximum cash flow that allows banks to reinvest and increase its income. Therefore, if the cost of securitizing low quality assets is greater than securitizing higher quality assets, banks will have the incentive to securitize their better quality assets, which may cause asset quality deterioration. Firstly, we will analyze whether the cost of securitization will be affected by the asset quality in securitization. This study is based on a cross-sectional data set that contains information of around 500 real securitization deals in US and European markets. The cost of securitization is proxied by the reserve fund that is required to support the securitized assets in case they are default or fail to pay off the coupon. Our empirical model proves that the cost of securitization is positively related to the quality of assets. It justifies s the incentive for issuers to securitize their better quality assets. Hence, riskier assets have been left on the balance sheet, which may result the asset quality deterioration. Based on the cost analysis, we carry on our important study on the asset quality deterioration phenomenon in banks caused by securitization activity. Since securitizing lower quality assets can increase the profit without significantly increasing the capital adequacy requirement, banks have the incentive to take the regulatory arbitrage and asset quality deterioration may happen. The empirical result shows that securitization activity causes the risk-weighted asset ratio to increase, the asset quality in the bank is worsening off and deterioration does exist. This empirical model is tested based on the full sample of 30 banks that have securitized assets among top 100 FDIC banks and also on the bank grouping in terms of the large, medium and small size banks. Different panel data analysis techniques, such as Fix/random effect test, GMM etc, have been applied to ensure the reliability of the result.
机译:证券化的主要目的是创造最大的现金流量,使银行可以进行再投资并增加其收入。因此,如果证券化低质量资产的成本大于证券化高质量资产的成本,那么银行将有动机将其质量较高的资产证券化,这可能导致资产质量恶化。首先,我们将分析证券化的成本是否会受到资产证券化的资产质量的影响。本研究基于横截面数据集,其中包含美国和欧洲市场上约500笔实际证券化交易的信息。证券化的成本由准备金支持,以支持证券化资产的违约或无法偿还息票的情况。我们的经验模型证明,证券化成本与资产质量成正比。这证明了发行人将其质量更好的资产证券化的动机。因此,风险较高的资产已留在资产负债表上,这可能导致资产质量下降。在成本分析的基础上,我们对证券化活动引起的银行资产质量恶化现象进行了重要研究。由于对低质量资产进行证券化可以在不显着增加资本充足率要求的情况下增加利润,因此银行有动机进行监管套利,并且可能会导致资产质量恶化。实证结果表明,证券化活动导致风险加权资产比率增加,银行的资产质量在恶化并且确实存在恶化。该经验模型是根据30家拥有FDIC前100家银行证券化资产的银行的全部样本以及大型,中型和小型银行的银行分组进行测试的。已经应用了不同的面板数据分析技术,例如Fix / random效果测试,GMM等,以确保结果的可靠性。

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