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Monetary Policy in a Low Interest Rate Environment: Reversal Rate and Risk-Taking 低利率环境下的货币政策:反转率与风险承担
Pub Date : 2021-10-01 DOI: 10.2139/ssrn.3934741
Florian Heider, Agnese Leonello
This paper develops a simple analytical framework to study the impact of central bank policy-rate changes on banks’ credit supply and risk-taking incentives. Unobservable expost bank monitoring of loans creates an external-financing constraint, which determines bank leverage. Unobservable, costly ex-ante screening of borrowers determines the level of bank risk-taking. More risk-taking tightens the external-financing constraint. The policy rate affects the external-financing constraint because it affects both the return on outside investors’ alternative investments and loan rates. In a low rate environment, a policy-rate cut reduces bank funding costs less because of a zero lower bound (ZLB) on retail deposit rates. Bank risk-taking is a necessary but not sufficient for a policy-rate cut to become contractionary ("reversal"). Reversal can occur even though banks’ net-interest margins increase. Credit market competition plays an important role for the interplay of monetary policy and financing stability. When banks have market power, a policy-rate cut can increase lending and still lead to risk-taking. We use our analytical framework to discuss the literature on how monetary policy affects the credit supply of banks, with special emphasis on low and negative rates. JEL Classification: E44, E52, E58, G20, G21
本文建立了一个简单的分析框架来研究央行政策利率变化对银行信贷供给和风险承担激励的影响。银行对贷款的不可观察的事后监控造成了外部融资约束,这决定了银行杠杆率。对借款人进行不可观察的、昂贵的事前筛选,决定了银行的冒险程度。更多的冒险会收紧外部融资约束。政策利率影响外部融资约束,因为它既影响外部投资者的替代投资回报,也影响贷款利率。在低利率环境下,由于零售存款利率的下限为零,政策利率下调对银行融资成本的影响较小。银行承担风险是必要的,但不足以使政策利率下调成为收缩性的(“逆转”)。即使银行的净息差增加,逆转也可能发生。信贷市场竞争在货币政策与融资稳定的相互作用中起着重要作用。当银行拥有市场支配力时,政策利率下调可能会增加放贷,但仍会导致风险承担。我们使用我们的分析框架来讨论关于货币政策如何影响银行信贷供应的文献,特别强调低利率和负利率。JEL分类:E44, E52, E58, G20, G21
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引用次数: 4
A Tiering Rule to Balance the Impact of Negative Policy Rates on Banks 平衡负利率政策对银行影响的分级规则
Pub Date : 2021-09-21 DOI: 10.2139/ssrn.3900544
M. Girotti, Benoît Nguyen, Jean‐Guillaume Sahuc
Negative interest rate policy makes excess liquidity costly to hold for banks and this may weaken the bank-based transmission of monetary policy. We design a rule-based tiering system for excess reserve remuneration that reduces the burden of negative rates on banks while ensuring that the central bank keeps control of interbank interest rates. Using euro-area data, we show that under the proposed tiering system, the cost of holding excess liquidity when the COVID-19 monetary stimulus fully unfolds would be more than 30% lower than that under the ECB's current system.
负利率政策使银行持有过剩流动性的成本更高,这可能削弱以银行为基础的货币政策传导。我们设计了一个基于规则的超额准备金报酬分级制度,以减轻银行负利率的负担,同时确保央行保持对银行间利率的控制。利用欧元区的数据,我们表明,在拟议的分级制度下,当COVID-19货币刺激措施全面展开时,持有过剩流动性的成本将比欧洲央行现行制度下的成本低30%以上。
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引用次数: 1
Optimal Monetary Policy Mix at the Zero Lower Bound 零下限下的最优货币政策组合
Pub Date : 2021-08-31 DOI: 10.2139/ssrn.3914833
Dario Bonciani, Joonseok Oh
Long-term asset purchases carried out by central banks increase the consumption volatility of households holding long-term debt. For this reason, monetary authorities should not just aim at stabilising inflation and the output gap but also mitigate the volatility of their balance sheet. In response to negative demand shocks at the ZLB, the optimal monetary policy consists of a mix of forward guidance and mild adjustments in the balance sheet. The presence of balance-sheet policies reduces the optimal ZLB duration and significantly improves social welfare. Mitigating the effectiveness of forward guidance calls for a more substantial balance-sheet expansion and a shorter ZLB duration. If a central bank only aims to stabilise inflation and the output gap, welfare losses are significantly larger than under the optimal policy and balance-sheet policies only improve welfare if the weight on output-gap stabilisation is relatively large. Last, simple implementable policy rules can achieve welfare outcomes close to those under the optimal policy.
央行进行的长期资产购买增加了持有长期债务的家庭的消费波动性。出于这个原因,货币当局不应仅仅着眼于稳定通胀和产出缺口,还应减轻其资产负债表的波动性。为了应对ZLB的负面需求冲击,最优货币政策包括前瞻性指引和资产负债表的温和调整。资产负债表政策的存在缩短了最优ZLB持续时间,显著提高了社会福利水平。为了减轻前瞻指引的有效性,需要更大幅度的资产负债表扩张和更短的ZLB持续时间。如果央行的目标只是稳定通胀和产出缺口,那么福利损失明显大于最优政策,而资产负债表政策只有在产出缺口稳定的权重相对较大的情况下才会改善福利。最后,简单的可执行政策规则可以使福利结果接近于最优政策下的福利结果。
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引用次数: 2
The Impacts of Monetary Policy on Banks' Loan Portfolio Risk-taking 货币政策对银行贷款组合风险承担的影响
Pub Date : 2021-08-03 DOI: 10.2139/ssrn.3898624
Luiz F.S. Adão, Douglas Silveira, Regis A. Ely, D. Cajueiro
Using an agent-based model, we investigate how monetary policy affects banks' risk-taking in terms of the profile of their lending to real sector firms. Our agent-based model considers five types of agents: banks, depositors, the Central Bank, firms, and the clearinghouse. While banks and depositors are bounded-rational agents with adaptive strategies, the other players' behaviors are used as a reference to understand how these main agents respond strategically to different incentives and situations. Some of our findings recover stylized facts available in the literature: (1) when the monetary policy eases, there is an increase of real sector loans, particularly for riskier clients; (2) the interbank market plays a fundamental role in banks' liquidity management; (3) banks avoid borrowing resources from the Central Bank; (4) when the monetary policy is restrictive, banks increase the level of capital buffers and the Capital Adequacy Ratio (CAR). We also present new insights regarding the relationship between monetary policy stances and bank risk-taking, opening an avenue to investigate the banks' learning process dynamics. Finally, we show that banks tend to grow when the monetary policy stance eases.
使用基于主体的模型,我们研究了货币政策如何影响银行对实体部门公司的贷款的风险承担。我们的基于代理的模型考虑了五种类型的代理:银行、存款人、中央银行、公司和票据交换所。虽然银行和存款人是具有适应性策略的有限理性主体,但其他参与者的行为可以作为参考,以理解这些主要主体如何对不同的激励和情况做出战略反应。我们的一些发现恢复了文献中可用的风式化事实:(1)当货币政策放松时,实体部门贷款增加,特别是对风险较高的客户;(2)银行间市场在银行流动性管理中起着基础性作用;(3)银行避免向央行借贷资源;(4)当货币政策是限制性的时,银行提高了资本缓冲水平和资本充足率(CAR)。我们还就货币政策立场与银行风险承担之间的关系提出了新的见解,为研究银行的学习过程动态开辟了一条途径。最后,我们表明,当货币政策立场放松时,银行往往会增长。
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引用次数: 0
The Incredible Upside-Down Fixed-Income Market - Negative Interest Rates and Their Implications 不可思议的颠倒的固定收益市场——负利率及其影响
Pub Date : 2021-07-26 DOI: 10.2139/ssrn.3893898
V. Bhansali
In recorded financial history, there are almost no occasions, other than the present, where a significant portion of the global bond markets has been trading at negative nominal yields. Is this an anomaly or what will be the normal state of the financial markets in years to come? This monograph investigates the ongoing debate between the pros and cons of negative nominal yields and the economic rationale(s) that are used to justify or criticize underlying policies. Even in academic circles, few agree on the costs and benefits of negative yields. Surveying the global bond markets of the day, I find the impact of negative yields in almost all regions and sectors, though sovereign bond markets, which are closest to monetary policy, are the dominant category of bonds with negative yields. I next look at the participants in the negatively yielding bond market and at the motivations that justify their actions. The conclusion is that although different participants might have different reasons to buy negatively yielding bonds, their collective action is certainly responsible for creating a local equilibrium in which these markets clear. Central bank policy is the next focus in this monograph, and I discuss in depth the economic rationale as propounded by one such bank, the European Central Bank. I conclude with a discussion of the blurring lines between monetary and fiscal policy, which are likely to become centerpieces in future years as global sovereign debt levels rise. Next, I look at the influence of negative yields on other asset markets, such as equities, and especially derivatives markets, such as the demand for options. A discussion of potential risks then follows. The monograph concludes with a review of the impact of negative yields on nonfinancial aspects of society. Although the forecast is anything but crystal clear, the evolution of markets and economics in the years to come will undoubtedly be influenced by this massive economic experiment of negative yields.
在有记录的金融史上,除了目前,几乎没有任何情况下,全球债券市场的很大一部分以负名义收益率进行交易。这是一种反常现象,还是未来几年金融市场的正常状态?这本专著调查了负名义收益率的利弊和用来证明或批评潜在政策的经济原理之间正在进行的辩论。即使在学术界,也很少有人认同负收益率的成本和收益。纵观当今的全球债券市场,我发现几乎所有地区和行业都受到负收益率的影响,尽管与货币政策关系最密切的主权债券市场是负收益率债券的主要类别。接下来,我来看看负收益债券市场的参与者,以及他们采取行动的动机。结论是,尽管不同的参与者可能有不同的理由购买负收益债券,但他们的集体行动肯定要为创造一种局部均衡负责,使这些市场出清。中央银行政策是本专著的下一个重点,我深入讨论了其中一家银行——欧洲中央银行提出的经济原理。最后,我讨论了货币政策和财政政策之间模糊的界限,随着全球主权债务水平的上升,这可能成为未来几年的核心问题。接下来,我将研究负收益率对其他资产市场(如股票),尤其是衍生品市场(如期权需求)的影响。接下来是对潜在风险的讨论。该专著最后回顾了负收益率对社会非金融方面的影响。尽管预测并不清晰,但未来几年市场和经济的演变无疑将受到这一大规模负收益率经济实验的影响。
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引用次数: 0
A Liquidity Risk Early Warning Indicator for Italian Banks: A Machine Learning Approach 意大利银行流动性风险预警指标:机器学习方法
Pub Date : 2021-06-22 DOI: 10.2139/ssrn.3891566
Stefano Nobili, Maria Ludovica Drudi
The paper develops an early warning system to identify banks that could face liquidity crises. To obtain a robust system for measuring banks’ liquidity vulnerabilities, we compare the predictive performance of three models – logistic LASSO, random forest and Extreme Gradient Boosting – and of their combination. Using a comprehensive dataset of liquidity crisis events between December 2014 and January 2020, our early warning models’ signals are calibrated according to the policymaker's preferences between type I and II errors. Unlike most of the literature, which focuses on default risk and typically proposes a forecast horizon ranging from 4 to 6 quarters, we analyse liquidity risk and we consider a 3-month forecast horizon. The key finding is that combining different estimation procedures improves model performance and yields accurate out-of-sample predictions. The results show that the combined models achieve an extremely low percentage of false negatives, lower than the values usually reported in the literature, while at the same time limiting the number of false positives.
本文开发了一个早期预警系统来识别可能面临流动性危机的银行。为了获得一个衡量银行流动性脆弱性的稳健系统,我们比较了三种模型的预测性能——logistic LASSO、随机森林和极端梯度增强——以及它们的组合。利用2014年12月至2020年1月的流动性危机事件的综合数据集,我们的预警模型的信号根据政策制定者对第一类和第二类错误的偏好进行了校准。与大多数关注违约风险并通常提出4至6个季度预测范围的文献不同,我们分析流动性风险并考虑3个月的预测范围。关键的发现是,结合不同的估计过程可以提高模型的性能,并产生准确的样本外预测。结果表明,组合模型实现了极低的假阴性百分比,低于文献中通常报道的值,同时限制了假阳性的数量。
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引用次数: 10
On the Modeling of Prepayments for Variable Rate Institutional Loans - Ascertaining the Inference of Bank Internal Default Probabilities on Subsequent Prepayments 可变利率机构贷款的提前还款建模——确定银行内部违约概率对后续提前还款的推断
Pub Date : 2021-05-30 DOI: 10.2139/ssrn.3893837
Andre Horovitz
This paper aims to evaluate an inference of bank internal PDs (Default Probabilities) on subsequent prepayments of variable rate institutional loans. Since variable rate loans hardly present an economic motivation for early prepayments in that they would not o er a cheaper re nancing alternative, we test the conjecture of a correlation between improvements in obligors´creditworthiness (as re ected by negative changes in Bank Internal PDs) and subsequent loan prepayments, as obligors might be tempted to renegotiate more advantageous terms (lower credit spreads) with their lenders. The analysis is purported to serve as an early warning mechanism for banks pursuing the Basel III IRB (internal rating based) approach for unexpected in ows of liquidity in the near future. We use Machine Learning (ML) ensemble methods to forecast potential prepayments and perform a conditional prepayment analysis to make an inference on the prepayment amounts and the prepayment timing distributions while controlling for macroeconomic and corporate idiosyncratic characteristics.
本文旨在评估银行内部pd(违约概率)对可变利率机构贷款后续提前支付的推断。由于可变利率贷款几乎不存在提前还款的经济动机,因为他们不会选择更便宜的再融资选择,因此我们测试了债务人信誉改善(由银行内部pd的负变化反映)与随后的贷款提前还款之间的相关性的猜想,因为债务人可能会试图与贷款人重新谈判更有利的条款(更低的信用利差)。该分析旨在为银行在不久的将来寻求巴塞尔III IRB(基于内部评级)方法的意外流动性短缺提供早期预警机制。我们使用机器学习(ML)集成方法来预测潜在的提前还款,并执行条件提前还款分析,在控制宏观经济和企业特质的同时,对提前还款金额和提前还款时间分布进行推断。
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引用次数: 0
The Determinants of Commercial Bank’ Profitability in the South-Eastern Europe Region: A System GMM Approach 东南欧地区商业银行盈利能力的决定因素:系统GMM方法
Pub Date : 2021-05-10 DOI: 10.2139/ssrn.3857948
Michael Enowbi Batuo, Francesco Guidi
This study investigates the determinants of banks’ profitability on a sample of 169 commercial banks located in 7 countries of South-Eastern Europe. Specifically, the study employs dynamic panel data analysis based on the generalized method of moments over a period spanning from 2003–2012. Using alternative profitability measures, such as ROA and ROE, suggests that total assets and loan loss provision usually have more pronounced effects on banks' profitability than other variables and that macroeconomic variables are usually statistically significant, therefore highlighting their importance. Splitting the sample into small and large banks, we found that the determinants of profitability on small banks have a larger effect in comparison to large banks irrespective of the profitability measures used in the analysis; the opposite is the case on macroeconomic variables.
本研究以位于东南欧7个国家的169家商业银行为样本,调查了银行盈利能力的决定因素。具体而言,本研究采用基于广义矩量法的动态面板数据分析,时间跨度为2003-2012年。使用替代的盈利能力度量,如ROA和ROE,表明总资产和贷款损失准备通常比其他变量对银行盈利能力的影响更明显,并且宏观经济变量通常具有统计显著性,因此突出了它们的重要性。将样本分为小型银行和大型银行,我们发现,与大型银行相比,无论分析中使用的盈利能力指标如何,小型银行盈利能力的决定因素都具有更大的影响;宏观经济变量的情况正好相反。
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引用次数: 0
Limit Theorems for Default Contagion and Systemic Risk 违约传染和系统风险的极限定理
Pub Date : 2021-03-24 DOI: 10.2139/ssrn.3811107
H. Amini, Zhong Cao, A. Sulem
We consider a general tractable model for default contagion and systemic risk in a heterogeneous financial network, subject to an exogenous macroeconomic shock. We show that, under some regularity assumptions, the default cascade model could be transferred to a death process problem represented by balls-and-bins model. We also reduce the dimension of the problem by classifying banks according to different types, in an appropriate type space. These types may be calibrated to real-world data by using machine learning techniques. We then state various limit theorems regarding the final size of default cascade over different types. In particular, under suitable assumptions on the degree and threshold distributions, we show that the final size of default cascade has asymptotically Gaussian fluctuations. We next state limit theorems for different system-wide wealth aggregation functions and show how the systemic risk measure, in a given stress test scenario, could be related to the structure and heterogeneity of financial networks. We finally show how these results could be used by a social planner to optimally target interventions during a financial crisis, with a budget constraint and under partial information of the financial network.
我们考虑了一个一般易于处理的模型,违约传染和系统风险在异质金融网络,受外生宏观经济冲击。我们证明,在一定的规则性假设下,默认级联模型可以转化为一个由球箱模型表示的死亡过程问题。我们还通过在适当的类型空间中根据不同类型对银行进行分类来降低问题的维度。这些类型可以通过使用机器学习技术校准为真实世界的数据。然后,我们陈述了关于不同类型的默认级联的最终大小的各种极限定理。特别地,在适当的程度分布和阈值分布的假设下,我们证明了默认级联的最终大小具有渐近高斯波动。接下来,我们对不同的全系统财富聚集函数的极限定理进行了说明,并展示了在给定的压力测试场景中,系统风险度量如何与金融网络的结构和异质性相关。我们最后展示了这些结果如何被社会计划者用来在金融危机期间,在预算限制和金融网络部分信息的情况下,优化目标干预。
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引用次数: 2
Risky Financial Collateral, Firm Heterogeneity, and the Impact of Eligibility Requirements 风险金融抵押品,公司异质性,以及资格要求的影响
Pub Date : 2021-03-12 DOI: 10.2139/ssrn.3800024
Matthias Kaldorf, Florian Wicknig
This paper studies how Central Bank eligibility requirements affect the supply and quality of bonds issued by non-financial firms. Banks increase demand for eligible bonds, to which firms respond by increasing their debt issuance and, therefore, default risk. We characterize firm responses and aggregate collateral supply in a heterogeneous firm model with endogenous default and eligibility premia. Using a calibration to euro area data, we study the impact collateral easing, consistent with the ECB's policy in the 2008 financial crisis and evaluate the quantitative relevance of firm responses. We find that firm responses substantially deteriorate collateral quality and dampen the total increase in collateral supply to a quantitatively relevant degree. Moreover, our analysis suggests that collateral easing is accompanied by sizeable adverse side effects on the corporate bond market.
本文研究了央行资格要求如何影响非金融企业发行债券的供应和质量。银行增加了对合格债券的需求,而企业则通过增加债券发行来应对,从而增加违约风险。在一个具有内生违约和资格溢价的异质企业模型中,我们描述了企业反应和总抵押品供给的特征。通过对欧元区数据的校准,我们研究了与2008年金融危机期间欧洲央行政策一致的抵押品宽松政策的影响,并评估了企业应对措施的定量相关性。我们发现,企业的反应实质上恶化了抵押品的质量,并在一定程度上抑制了抵押品供应的总增长。此外,我们的分析表明,抵押品宽松会对公司债券市场产生相当大的负面影响。
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引用次数: 3
期刊
ERN: Banking & Monetary Policy (Topic)
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