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Time-varying expected returns, conditional skewness and Bitcoin return predictability 时变预期收益、条件偏度和比特币收益可预测性
IF 3.4 3区 经济学 Q1 ECONOMICS Pub Date : 2024-05-28 DOI: 10.1016/j.qref.2024.101868
David Atance, Gregorio Serna

We employ a GARCH-type model to jointly estimate returns, conditional variance and skewness and show that conditional skewness outperforms sample skewness and conditional and sample variance in predicting future Bitcoin returns. Interestingly, the results show that the relationship between conditional skewness and future Bitcoin returns is different depending on the sample period. In the first subsample (2018–2020), a period of relative calm in the Bitcoin market, the relationship is negative, which is in line with that found in the literature. However, in the second subsample (2021–2022), a period of major turmoil in the Bitcoin market, the relationship is positive, which is consistent with that found in previous papers on the relationship between conditional market skewness and future index returns during crisis periods. Based on these results, a dynamic buy and sell strategy of buying or selling Bitcoin based on the estimated conditional skewness is proposed. This dynamic strategy outperforms a static buy-and-hold strategy. The profitability of this strategy can be viewed as the reward that investors demand for bearing the risk associated with the changing conditions in the cryptocurrency market that generate time-varying expected returns.

我们采用 GARCH 类型的模型来联合估计回报率、条件方差和偏度,结果表明,在预测未来比特币回报率方面,条件偏度优于样本偏度、条件方差和样本方差。有趣的是,结果显示,条件偏度与未来比特币回报率之间的关系因样本时期的不同而不同。在第一个子样本(2018-2020 年)中,比特币市场相对平静,两者之间的关系为负,这与文献中的结论一致。然而,在第二个子样本(2021-2022 年)中,即比特币市场大动荡时期,两者关系为正,这与之前文献中关于危机时期条件市场偏度与未来指数收益率之间关系的研究结果一致。基于这些结果,我们提出了一种根据估计的条件偏度买入或卖出比特币的动态买卖策略。该动态策略优于静态买入并持有策略。该策略的盈利能力可视为投资者在承担加密货币市场不断变化的条件所带来的风险时所要求的回报,而这些条件会产生随时间变化的预期回报。
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引用次数: 0
Strategic interactions and the sensitivity of cash savings to stock price 战略互动与现金储蓄对股票价格的敏感性
IF 3.4 3区 经济学 Q1 ECONOMICS Pub Date : 2024-05-24 DOI: 10.1016/j.qref.2024.101867
Rongrong Zhang

We examine how strategic interactions, i.e., strategic substitutes (SS) and strategic complements (SC), affect the sensitivity of cash savings to stock price. Using a panel data of U.S. firms over the 1997–2019 period, we show that cash savings are more sensitive to stock price among SS than SC and the intensity of rivals’ interactions in product market increases this sensitivity. These results are consistent with research showing that SS are more responsive to product market competition. We further show that R&D intensities and corporate hedging needs act as two channels through which strategic interactions affects cash holdings. First, R&D intensities increase the sensitivity of cash to stock price. This effect is more pronounced among SS, complementing researching showing stock market reacts more strongly to innovation by SS. Second, we report that hedging needs decrease the sensitivity of cash savings to stock price, especially for SC, consistent with the notion that using differentiated inputs increases hedging costs, hence, SC are more conservative in their liquidity management.

我们研究了战略互动(即战略替代品(SS)和战略互补品(SC))如何影响现金储蓄对股票价格的敏感性。通过使用 1997-2019 年间美国公司的面板数据,我们发现战略替代品的现金储蓄对股价的敏感性高于战略互补品,而竞争对手在产品市场上的互动强度会增加这种敏感性。这些结果与有关 SS 对产品市场竞争反应更灵敏的研究相一致。我们进一步表明,研发强度和企业对冲需求是战略互动影响现金持有量的两个渠道。首先,研发强度增加了现金对股票价格的敏感性。这一效应在 SS 中更为明显,与股票市场对 SS 创新反应更强烈的研究结果相辅相成。其次,我们发现套期保值需求降低了现金储蓄对股价的敏感性,尤其是对中小型企业而言,这与使用差异化投入会增加套期保值成本的观点一致,因此中小型企业在流动性管理方面更为保守。
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引用次数: 0
Independent institution or cooperative institution? China’s deposit insurance institution model and the Honey Badger Algorithm 独立机构还是合作机构?中国存款保险机构模式与蜜獾算法
IF 3.4 3区 经济学 Q1 ECONOMICS Pub Date : 2024-05-22 DOI: 10.1016/j.qref.2024.101866
Jacky Yuk-Chow So , Shuai Yao , Sibin Wu , Rongji Zhou

In the context of public deposit insurance organizational models, several interesting questions arise: Why does China's Deposit Insurance Corporation consistently lean toward the cooperative institution model, which is closely aligned with the central bank? Despite fervent advocacy for the independent institution model by the IADI and the U.S. Why does the unwavering stance exist? Is the choice of the cooperative institution model an "ignorant solution" or an "optimal solution" in China? Our work answers these questions for the first time, and we argue that it is the "optimal solution" that policymakers can choose after careful deliberation, not due to stupidity or inexperience. Based on the Honey Badger Algorithm, real options approach and expected loss pricing model, our work verifies the significant advantages of the cooperative institution model over the independent institution model in China. This pivotal distinction, primarily overlooked in the extant literature, suggests that universally accepted perspectives may not be ubiquitously relevant across all national contexts.

在公共存款保险组织模式方面,出现了几个有趣的问题:为什么中国存款保险公司始终倾向于与中央银行紧密合作的合作机构模式?尽管国际存款保险协会和美国热衷于倡导独立机构模式,但为什么会存在这种坚定不移的立场?在中国,选择合作机构模式是 "无知之解 "还是 "最优解"?我们的研究首次回答了这些问题,并认为这是决策者经过深思熟虑后选择的 "最优解",而不是因为愚蠢或缺乏经验。基于 "蜜獾算法"、实物期权方法和预期损失定价模型,我们的研究验证了合作机构模式相对于独立机构模式在中国的显著优势。这一关键性的区别在现有文献中被忽视,它表明普遍接受的观点不一定适用于所有国家。
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引用次数: 0
Financial instability in Lebanon: Do the liquidity creation and performance of banks matter? 黎巴嫩的金融不稳定性:银行的流动性创造和业绩是否重要?
IF 3.4 3区 经济学 Q1 ECONOMICS Pub Date : 2024-05-21 DOI: 10.1016/j.qref.2024.05.001
George Maroun, Vincent Fromentin

Our paper explores the existence and nature of an established relationship between the banks’ function as liquidity creators, their profitability, and the instability of the financial system in Lebanon. Using original, annual observations of Lebanese bank data for the period 1997 – 2019 and employing fixed effect OLS regressions and system GMM to account for the dynamic aspect of our data, we show that liquidity creation is significantly associated with lower financial stability and thus higher instability. Banks’ profitability is positively linked to their systemic stability. The results vary slightly from one estimate to another, but they stand up to robustness tests. Our empirical results have a substantial impact on banks’ control and regulatory approaches in Lebanon and similar developing countries, while contributing to a deeper understanding of systematic and broader financial instabilities in these countries.

我们的论文探讨了银行作为流动性创造者的职能、其盈利能力和黎巴嫩金融体系的不稳定性之间是否存在既定关系及其性质。利用 1997 - 2019 年期间黎巴嫩银行数据的原始年度观测值,并采用固定效应 OLS 回归和系统 GMM 来考虑数据的动态方面,我们发现流动性创造与较低的金融稳定性显著相关,因此不稳定性较高。银行的盈利能力与其系统稳定性呈正相关。不同的估计结果略有不同,但都经得起稳健性检验。我们的实证结果对黎巴嫩和类似发展中国家的银行控制和监管方法具有重大影响,同时有助于加深对这些国家系统性和更广泛的金融不稳定性的理解。
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引用次数: 0
Decomposition of non-performing loans dynamics into a debt-servicing capacity and a risk taking indicators 将不良贷款动态分解为偿债能力指标和风险承担指标
IF 3.4 3区 经济学 Q1 ECONOMICS Pub Date : 2024-05-06 DOI: 10.1016/j.qref.2024.04.007
Santiago Gamba-Santamaria , Luis Fernando Melo-Velandia , Camilo Orozco-Vanegas

Using Colombian credit vintage data, we decompose non-performing loans into two main components: one capturing the evolution of borrowers’ payment capacity and another reflecting changes in the credit risk assumed by banks when granting loans. We employ intrinsic estimators and penalized regression techniques to address the perfect multicollinearity inherent in the model. Our analysis reveals that these two components have evolved differently over time and that they interact with the real and credit cycles distinctively. In particular, we find that a favorable economic environment and loose financial conditions improve the payment capacity of borrowers to meet their obligations, but coincide with increased risk-taking by financial institutions. Finally, we advocate for the adoption of this decomposition as a policy tool, easily applicable by financial and economic authorities with access to a continuous flow of credit vintage data. This methodology facilitates the identification of credit risk origins, thereby informing economic policies aimed at mitigating systemic financial risks.

利用哥伦比亚的信贷年份数据,我们将不良贷款分解为两个主要部分:一部分反映借款人支付能力的变化,另一部分反映银行发放贷款时所承担的信贷风险的变化。我们采用了内在估计器和惩罚回归技术来解决模型中固有的完全多重共线性问题。我们的分析表明,随着时间的推移,这两个部分的演变有所不同,它们与实际周期和信贷周期的相互作用也截然不同。特别是,我们发现,有利的经济环境和宽松的金融条件提高了借款人履行义务的支付能力,但与此同时,金融机构的风险承担却增加了。最后,我们主张将这种分解方法作为一种政策工具,便于金融和经济当局在获得持续不断的信贷年份数据后加以应用。这种方法有助于确定信贷风险的起源,从而为旨在降低系统性金融风险的经济政策提供信息。
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引用次数: 0
The new bond on the block — Designing a carbon-linked bond for sustainable investment projects 新债券--为可持续投资项目设计与碳挂钩的债券
IF 3.4 3区 经济学 Q1 ECONOMICS Pub Date : 2024-05-06 DOI: 10.1016/j.qref.2024.04.010
Niklas Dahlen, Rieke Fehrenkötter, Maximilian Schreiter

Over the last decade, the green bond market experienced strong growth rates fueled by the need to combat climate change. However, the discourse on enhancing the effectiveness of green bonds primarily revolves around regulatory measures, often overlooking the possibility of designing inherent incentives. We show that a green bond with a coupon structure positively related to the carbon price development stimulates (early) investment in an emission-reducing project and creates higher net present values (NPVs) when applied in project financing. In our simulation-based framework, we model carbon prices using a geometric Brownian motion, and create a general optimal stopping time problem regarding the start of the project. The green bond in our setting carries the risk of default, also mitigated by its carbon price-linked coupon structure.

在过去十年中,绿色债券市场在应对气候变化的需求推动下经历了强劲的增长。然而,关于提高绿色债券有效性的讨论主要围绕监管措施展开,往往忽略了设计内在激励措施的可能性。我们的研究表明,票面结构与碳价格发展正相关的绿色债券可刺激对减排项目的(早期)投资,并在项目融资中创造更高的净现值(NPV)。在我们的模拟框架中,我们使用几何布朗运动对碳价格进行建模,并创建了一个关于项目启动的一般最优停止时间问题。在我们的设定中,绿色债券具有违约风险,但其与碳价格挂钩的票面结构也减轻了这一风险。
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引用次数: 0
Stability and economic performances in the banking industry: The case of China 银行业的稳定性和经济表现:中国案例
IF 3.4 3区 经济学 Q1 ECONOMICS Pub Date : 2024-05-03 DOI: 10.1016/j.qref.2024.04.009
Yong Tan , Barnabé Walheer

We estimate stability performances in the Chinese banking industry over the 2007–2017 period using four risk indicators under nonparametric modelling. We are the first to calculate the risk indicator shadow prices, and we use a new way of studying the relationship between stability and economic performance. In particular, we reexamine stability performances when banks achieve their best economic performances. This questions the existence of stability rents, which form a prime reason for the banking authority to consider economic performance. Finally, we verify whether ownership has an impact on our results and investigate the role of the interest rate liberalization reforms.

在非参数模型下,我们使用四个风险指标估算了 2007-2017 年间中国银行业的稳定性表现。我们首次计算了风险指标的影子价格,并采用了一种新的方法来研究稳定性与经济表现之间的关系。特别是,我们重新研究了银行实现最佳经济表现时的稳定性表现。这就质疑了稳定性租金的存在,而稳定性租金是银行当局考虑经济表现的主要原因。最后,我们验证了所有权是否对我们的结果产生影响,并研究了利率自由化改革的作用。
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引用次数: 0
Hacks and the price synchronicity of bitcoin and ether 黑客攻击与比特币和以太币价格的同步性
IF 3.4 3区 经济学 Q1 ECONOMICS Pub Date : 2024-04-23 DOI: 10.1016/j.qref.2024.04.008
Jying-Nan Wang , Samuel A. Vigne , Hung-Chun Liu , Yuan-Teng Hsu

We use intraday trading data from the Kraken exchange to calculate the daily price synchronicity of Bitcoin and Ether from February 2018 to December 2022. We then use a comprehensive report provided by christalblockchain.com to investigate the impact of hacks on price synchronicity between the top two cryptocurrencies. Our results show that price synchronicity, as measured by the realized correlation, is consistently positive throughout the sample period, with only one (negative) exception. We further uncover a positive relationship between hacking events and the future price synchronicity of Bitcoin and Ether. This result is robust to an alternative price synchronicity measure.

我们使用 Kraken 交易所的日内交易数据,计算了 2018 年 2 月至 2022 年 12 月期间比特币和以太币的每日价格同步性。然后,我们利用christalblockchain.com提供的综合报告来研究黑客攻击对这两种顶级加密货币之间价格同步性的影响。我们的研究结果表明,以已实现相关性衡量的价格同步性在整个样本期间始终为正,只有一个例外(负值)。我们进一步发现,黑客攻击事件与比特币和以太币的未来价格同步性之间存在正相关关系。这一结果在使用其他价格同步性衡量标准时也是稳健的。
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引用次数: 0
Dual effects of investor sentiment and uncertainty in financial markets 投资者情绪和不确定性对金融市场的双重影响
IF 3.4 3区 经济学 Q1 ECONOMICS Pub Date : 2024-04-21 DOI: 10.1016/j.qref.2024.04.006
Sangik Seok , Hoon Cho , Doojin Ryu

This study investigates the interplay between firm-level investor sentiment and uncertainty in financial markets. We demonstrate that investor sentiment significantly influences short-term stock market returns, particularly when there is an increase in firm-level uncertainty. This correlation becomes weaker among firms experiencing a decrease in uncertainty. The cross-sectional effect of sentiment is more pronounced during periods of heightened uncertainty, as evidenced by the higher returns of sentiment-based long-short portfolios under these conditions. Our findings are robust to adjusting for various factors and using alternative uncertainty and sentiment measures.

本研究探讨了金融市场中公司层面的投资者情绪与不确定性之间的相互作用。我们证明,投资者情绪对短期股市回报有重大影响,尤其是当公司层面的不确定性增加时。这种相关性在不确定性下降的公司中变得较弱。在不确定性增加的时期,情绪的横截面影响更为明显,在这种情况下,基于情绪的多空投资组合的回报率更高就是证明。我们的研究结果在对各种因素进行调整以及使用其他不确定性和情绪衡量标准时都是稳健的。
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引用次数: 0
Energy-related uncertainty and international stock market volatility 与能源相关的不确定性和国际股市波动性
IF 3.4 3区 经济学 Q1 ECONOMICS Pub Date : 2024-04-18 DOI: 10.1016/j.qref.2024.04.005
Afees A. Salisu , Ahamuefula E. Ogbonna , Rangan Gupta , Elie Bouri

This paper predicts the daily return volatility of 28 advanced and developing stock markets using monthly metrics of the corresponding country and global energy-related uncertainty indexes (EUIs) recently proposed in the literature. Using data in their “natural” frequencies to avoid aggregation bias, the results show that country-specific and global EUIs have predictive powers for stock returns volatility for the in-sample periods, with increased levels of EUIs exhibiting the tendency to heighten volatility. This predictability also withstands various out-of-sample forecast horizons, implying that EUI is a statistically relevant predictor in the out-of-sample analysis. The forecast precision of the GARCH-MIDAS model is improved by incorporating global EUIs relatively more than country-specific EUIs. The robustness of the findings with respect to the choice of EUI and sample definition is further confirmed. The outcomes have important policy implications for the concerned stakeholders who are concerned with stability in the global financial system and economy.

本文利用文献中最近提出的相应国家和全球能源相关不确定性指数(EUIs)的月度指标,预测了 28 个发达和发展中股票市场的日收益波动性。使用 "自然 "频率的数据以避免汇总偏差,结果表明,特定国家和全球 EUI 对样本期内的股票收益波动具有预测能力,EUI 水平的增加会表现出波动加剧的趋势。这种预测能力也经受住了各种样本外预测期限的考验,这意味着欧盟指数在样本外分析中是一个统计相关的预测因子。GARCH-MIDAS 模型的预测精度因纳入全球 EUI 相对多于具体国家的 EUI 而得到提高。研究结果对欧盟指数的选择和样本定义的稳健性得到了进一步证实。这些结果对关注全球金融体系和经济稳定的相关利益方具有重要的政策意义。
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引用次数: 0
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Quarterly Review of Economics and Finance
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