VOLATILITY MEASURES, LIQUIDITY AND CREDIT LOSS PROVISIONS DURING PERIODS OF FINANCIAL DISTRESS

Q3 Economics, Econometrics and Finance
Giulio Anselmi
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Abstract

In this paper, we investigate the role of liquidity in banks lending activity and how liquidity provision is related to bank’s credit risk and others market-based risk measures, such as bank’s implied volatility skew from options traded on the market and realized volatility from futures contract on LIBOR, during periods of global financial distress. Credit risk is given by the ratio between loan loss reserves and total assets and we find that losses from lending activity force banks to build up new liquidity provisions only during the period of financial distress. Liquidity ratio is given by the sum of cash and short-term assets over total assets and we discovered that credit risk reduces liquidity ratio only in bad times, as this demand for liquid asset is suddenly switched on and the more reserves from loan losses the bank has, the more it cleans its balance sheet from long-term commitments in order to replenish its cash and short-term securities. When we control for market-based risk measures, we evidence that both implied volatility skew and LIBOR’s realized volatility are negatively related with the liquidity ratio and are useful in predicting a distress in bank’s liquidity holdings.
金融危机期间的波动性措施、流动性和信贷损失准备金
在本文中,我们研究了流动性在银行贷款活动中的作用,以及流动性供应如何与银行信用风险和其他基于市场的风险指标(如银行在市场上交易的期权的隐含波动率偏差和LIBOR期货合约的实现波动率)相关。信贷风险由贷款损失准备金与总资产之间的比率给出,我们发现贷款活动的损失迫使银行仅在财务困境期间建立新的流动性准备金。流动性比率是由现金和短期资产占总资产的总和给出的,我们发现信贷风险只在糟糕的时期降低流动性比率,因为这种对流动资产的需求突然开启,银行的贷款损失准备金越多,它就越会清理其资产负债表上的长期承诺,以补充其现金和短期证券。当我们控制基于市场的风险指标时,我们证明隐含波动率偏差和LIBOR的实现波动率与流动性比率呈负相关,并且有助于预测银行流动性持有的困境。
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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来源期刊
Journal of Financial Management Markets and Institutions
Journal of Financial Management Markets and Institutions Economics, Econometrics and Finance-General Economics, Econometrics and Finance
CiteScore
1.30
自引率
0.00%
发文量
9
审稿时长
12 weeks
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