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On the sources of the aggregate risk premium: Risk aversion, bubbles or regime-switching? 总风险溢价的来源:风险规避、泡沫还是制度转换?
IF 1.9 3区 经济学 Q2 ECONOMICS Pub Date : 2024-07-18 DOI: 10.1016/j.jedc.2024.104919
Tomás E. Caravello , John Driffill , Turalay Kenc , Martin Sola

We develop and estimate a consumption-based asset pricing model that uses historical US financial data and assumes recursive utility, allowing for priced regime-switching risk and intrinsic bubbles. We also estimate several restricted versions, including only a subset of these features. Priced regime-switching risk is essential to the equity risk premium, explaining more than fifty per cent of it. Furthermore, a model that does not consider regime switching would overestimate the public's risk aversion, mistakenly assigning the observed risk premium to high-risk aversion instead of priced regime-switching. We also find that intrinsic bubbles are statistically significant, and even though they are not crucial in explaining the risk premium, they substantially improve the model's fit at the end of the sample.

我们开发并估算了一个基于消费的资产定价模型,该模型使用了美国历史金融数据,并假设了递归效用,允许定价制度转换风险和内在泡沫。我们还估算了几个限制性版本,其中只包括这些特征的一个子集。定价制度转换风险对股票风险溢价至关重要,可以解释超过 50%的股票风险溢价。此外,不考虑制度转换的模型会高估公众的风险厌恶程度,从而错误地将观测到的风险溢价归因于高风险厌恶程度,而非定价制度转换。我们还发现,内在泡沫在统计意义上是显著的,尽管它们对解释风险溢价并不重要,但在样本末期,它们大大提高了模型的拟合度。
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引用次数: 0
A high-dimensional additive nonparametric model 高维加性非参数模型
IF 1.9 3区 经济学 Q2 ECONOMICS Pub Date : 2024-07-14 DOI: 10.1016/j.jedc.2024.104916
Frank C.Z. Wu

Nonparametric additive models are garnering increasing attention in applied research across fields like statistics and economics, attributed to their distinct interpretability, versatility, and their adeptness at addressing the curse of dimensionality. This paper introduces a novel and efficient fully Bayesian method for estimating nonparametric additive models, employing a band matrix smoothness prior. Our methodology leverages unobserved binary indicator parameters, promoting linearity in each additive component while allowing for deviations from it. We validate the efficacy of our approach through experiments on synthetic data derived from ten-component additive models, encompassing diverse configurations of linear, nonlinear, and zero function components. Additionally, the robustness of our algorithm is tested on high-dimensional models featuring up to one hundred components, and models correlated components. The practical utility and computational efficiency of our technique are further underscored by its application to two real-world datasets, showcasing its broad applicability and effectiveness in various scenarios.

非参数加法模型因其独特的可解释性、多功能性以及在解决维度诅咒方面的优势,在统计学和经济学等领域的应用研究中获得了越来越多的关注。本文采用带状矩阵平滑先验,介绍了一种新颖高效的全贝叶斯方法,用于估计非参数加法模型。我们的方法利用了未观测到的二元指标参数,促进了每个加法成分的线性,同时允许偏离线性。我们通过实验验证了我们方法的有效性,实验对象是由十个成分加法模型得出的合成数据,包括线性、非线性和零函数成分的不同配置。此外,我们还在多达一百个成分的高维模型和相关成分模型上测试了算法的鲁棒性。通过对两个真实世界数据集的应用,进一步强调了我们技术的实用性和计算效率,展示了它在各种场景下的广泛适用性和有效性。
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引用次数: 0
Financial crises with different collateral types 不同抵押品类型的金融危机
IF 1.9 3区 经济学 Q2 ECONOMICS Pub Date : 2024-07-11 DOI: 10.1016/j.jedc.2024.104915
Rohan Shah

Firms borrow against earnings more than they do against their assets. How does this affect the aggregate response to financial crises? I take a dynamic stochastic general equilibrium model of heterogeneous firms that choose their capital and debt subject to a borrowing constraint and examine the recovery from a financial crisis when firms can use different types of collateral. I compare between two collateral types: assets, and earnings. I find that when firms borrow against earnings recessions are deeper, but recoveries are quicker compared to when firms borrow against assets. I also find that neither type of collateral can, by itself, completely explain the recovery from the Great Recession. Instead, the path of investment after the 2007-2008 Financial crisis is better captured by firms borrowing against earnings than by firms borrowing against assets, but this is reversed when looking at the path of output. This suggests that a combination of collateral types is required to fully capture the recovery from the Great Recession.

企业以盈利为抵押借款多于以资产为抵押借款。这对金融危机的总体反应有何影响?我采用了一个动态随机一般均衡模型,模型中的异质企业在借款约束下选择资本和债务,并研究了当企业可以使用不同类型的抵押品时,金融危机后的复苏情况。我比较了两种抵押类型:资产和收益。我发现,当企业以盈利为抵押借款时,衰退程度更深,但与以资产为抵押借款时相比,复苏速度更快。我还发现,这两种抵押品本身都不能完全解释大衰退后的复苏。相反,2007-2008 年金融危机后,企业以盈利为抵押借款比企业以资产为抵押借款更能反映投资的路径,但在研究产出路径时,这种情况正好相反。这表明,需要结合多种抵押类型才能完全反映大衰退后的复苏情况。
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引用次数: 0
Multinational entry and exit, technology transfer, and international business cycles 跨国公司的进入和退出、技术转让和国际商业周期
IF 1.9 3区 经济学 Q2 ECONOMICS Pub Date : 2024-07-11 DOI: 10.1016/j.jedc.2024.104914
Gautham Udupa

I develop a general equilibrium model of trade and horizontal multinational firms with firm heterogeneity and parent-to-affiliate technology transfer to evaluate how multinationals affect international business cycles. When calibrated to match micro and macro features of the United States, the impact of multinational firms crucially depends on the labor supply elasticity and the technology transfer parameter. Surprisingly, with standard (elastic) labor supply, multinationals lead to lower international correlations and higher macroeconomic volatility. A novel mechanism – procyclical exit of multinational firms – drives these results. The results are overturned only when inelastic labor supply and a high level of technology transfer are implemented together. Using novel bilateral data on the number and sales of multinational affiliates, I find evidence that the key model mechanism, i.e., entry and exit by multinationals, increases international output correlation.

我建立了一个具有企业异质性和母公司对子公司技术转让的贸易和横向跨国公司一般均衡模型,以评估跨国公司如何影响国际商业周期。当根据美国的微观和宏观特征进行校准时,跨国公司的影响主要取决于劳动力供给弹性和技术转让参数。令人惊讶的是,在标准(弹性)劳动力供给的情况下,跨国公司会导致较低的国际相关性和较高的宏观经济波动。一种新的机制--跨国公司的顺周期退出--驱动了这些结果。只有在同时实施非弹性劳动力供给和高水平技术转让时,结果才会被推翻。利用有关跨国公司子公司数量和销售额的新颖双边数据,我发现证据表明模型的关键机制(即跨国公司的进入和退出)会增加国际产出相关性。
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引用次数: 0
A tale of two tightenings 两次收紧的故事
IF 1.9 3区 经济学 Q2 ECONOMICS Pub Date : 2024-07-01 DOI: 10.1016/j.jedc.2024.104906
Yundi Lu, Victor J. Valcarcel

Balance sheet policy is now a prominent facet of monetary policy. Based on the U.S. experience between 2017 and 2019, Smith and Valcarcel (2023) show the first period of quantitative tightening (QT1) was markedly different from earlier balance sheet expansions. This paper provides evidence the Federal Reserve's second balance sheet unwind effort that began in January 2022 (QT2) is strikingly different from QT1. We find substantial announcement effects during QT2 for various treasury yields and interest rate spreads, which are largely absent from QT1. At the time of this writing—by February 2023—both episodes have experienced a similar percent reduction in reserve balances. Yet, QT2 shows a stronger market response upon implementation. Not only are the underlying financial conditions different across the two periods, but the conduct of monetary policy in 2022 seems to be different as well. A clearer signaling mechanism for the expectations channel of monetary transmission takes place during QT2 than was apparent during QT1. The liquidity effects that seemed to be so important during QT1 have been largely attenuated during the second episode of balance sheet tightening.

资产负债表政策现已成为货币政策的一个突出方面。根据美国在 2017 年至 2019 年间的经验,显示第一阶段的量化紧缩(QT1)与之前的资产负债表扩张明显不同。本文提供了美联储于2022年1月开始的第二次资产负债表放松(QT2)与QT1显著不同的证据。我们发现,在 QT2 期间,各种国债收益率和利差都出现了实质性的公告效应,而 QT1 期间则基本没有这种效应。在本文撰写之时,即 2023 年 2 月,两种情况下储备余额减少的百分比相似。然而,QT2 实施后的市场反应更为强烈。不仅两个时期的基本金融条件不同,2022 年的货币政策行为似乎也不同。与 QT1 期间相比,QT2 期间货币传导的预期渠道出现了更清晰的信号机制。在 QT1 期间似乎非常重要的流动性效应,在第二轮资产负债表紧缩期间已基本减弱。
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引用次数: 0
Offshoring, firm-level adjustment and labor market outcomes 离岸外包、公司层面的调整和劳动力市场的结果
IF 1.9 3区 经济学 Q2 ECONOMICS Pub Date : 2024-06-28 DOI: 10.1016/j.jedc.2024.104905
Zhe (Jasmine) Jiang

This paper studies how the China shock affects unemployment rates and wage inequality across high-skilled and low-skilled workers in the United States, with particular emphasis on the dynamic and general equilibrium channels of firms' production locations and entry decisions. To shed light on the subject, I build a two-country trade-in-task model with firm heterogeneity, search-and-matching labor market frictions, and firms' endogenous selections into entry and offshoring. The model, consistent with evidence from vector autoregression analyses, uncovers important dynamics with implications for the impact of the China shock on U.S. worker inequality. Namely, it shows association between a decrease in offshoring costs and a short-lived increase in low-skilled unemployment in the source country, a longer-term decline in high-skilled unemployment, a transient expansion of the wage gap between high- and low-skilled workers, and an increase in firm entry.

本文研究了中国冲击如何影响美国高技能和低技能工人的失业率和工资不平等,特别强调了企业生产地点和进入决策的动态和一般均衡渠道。为了阐明这一主题,我建立了一个两国任务贸易模型,其中包含企业异质性、搜索匹配劳动力市场摩擦以及企业对进入和离岸外包的内生选择。该模型与向量自回归分析的证据一致,揭示了中国冲击对美国工人不平等影响的重要动态。也就是说,模型显示了离岸外包成本下降与来源国低技能失业率短期上升、高技能失业率长期下降、高低技能工人工资差距短暂扩大以及企业进入增加之间的关联。
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引用次数: 0
Nominal exchange rates and heterogeneous beliefs 名义汇率和异质信念
IF 1.9 3区 经济学 Q2 ECONOMICS Pub Date : 2024-06-27 DOI: 10.1016/j.jedc.2024.104904
Benjamin Croitoru , Feng Jiao , Lei Lu

We propose a two-country model with heterogeneous beliefs to understand dynamics of nominal exchange rate. Facing a shock to monetary policy, disagreement between domestic and foreign investors shifts the relative wealth of investors – an essential part of the stochastic discount factor in our model – which then moves the foreign exchange rate. Calibrated to U.S. and U.K. data, our model reveals that dispersion in beliefs predicts the future spot exchange rate, associates with the cross-section of currency risk premia, and comoves with the time-varying volatility in currency returns. Furthermore, our model suggests that domestic investors would hold fewer foreign currency-denominated bonds in countries with greater disagreements on monetary policy.

我们提出了一个具有异质信念的两国模型来理解名义汇率的动态。面对货币政策的冲击,国内外投资者之间的分歧会改变投资者的相对财富(这是我们模型中随机贴现因子的重要组成部分),进而影响外汇汇率。通过对美国和英国的数据进行校准,我们的模型揭示了信念的分散性可以预测未来的即期汇率,与货币风险溢价的横截面相关联,并与货币回报的时变波动性相吻合。此外,我们的模型还表明,在货币政策分歧较大的国家,国内投资者持有的外币计价债券会减少。
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引用次数: 0
Memory retrieval in the demand game with a few possible splits: Unfair conventions emerge in fair settings 有几种可能拆分的需求游戏中的记忆检索:公平环境中出现的不公平惯例
IF 1.9 3区 经济学 Q2 Mathematics Pub Date : 2024-06-11 DOI: 10.1016/j.jedc.2024.104899
Ennio Bilancini , Leonardo Boncinelli , Eugenio Vicario

Our study examines the long-run evolutionary outcome emerging in scenarios where two populations engage in a demand game with three potential splits. These populations differ in the sample sizes used when best responding to retrieved information from the past. Our findings reveal the existence of a threshold in the setting's fairness (i.e., the fairness of unfair splits) such that, below the threshold (i.e., in an unfair setting), the emerging convention is the fair one, while above the threshold (i.e., in a fair setting), the emerging convention is unfair, favoring the agents with the longer sample size. The threshold gets lower as the difference in the sample sizes increases.

我们的研究探讨了在两个种群参与需求博弈的情况下出现的长期进化结果。这些种群在对过去检索到的信息做出最佳反应时所使用的样本大小不同。我们的研究结果表明,环境的公平性(即不公平分割的公平性)存在一个阈值,在阈值以下(即在不公平的环境中),新出现的惯例是公平的,而在阈值以上(即在公平的环境中),新出现的惯例是不公平的,有利于样本量较长的代理。随着样本量差异的增大,阈值会越来越低。
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引用次数: 0
Believe me when I say green! Heterogeneous expectations and climate policy uncertainty 相信我说的绿色异质预期与气候政策的不确定性
IF 1.9 3区 经济学 Q2 ECONOMICS Pub Date : 2024-06-11 DOI: 10.1016/j.jedc.2024.104900
Emanuele Campiglio , Francesco Lamperti , Roberta Terranova

We develop a dynamic model where heterogeneous firms take investment decisions depending on their beliefs on future carbon prices. A policy-maker announces a forward-looking carbon price schedule but can decide to default on its plans if perceived transition risks are high. We show that weak policy commitment, especially when combined with ambitious mitigation announcements, can trap the economy into a vicious circle of credibility loss, carbon-intensive investments and increasing risk perceptions, ultimately leading to a failure of the transition. The presence of behavioural frictions and heterogeneity - both in capital investment choices and in the assessment of the policy-maker's credibility - has strong non-linear effects on the transition dynamics and the emergence of ‘high-carbon traps’. We identify analytical conditions leading to a successful transition and provide a numerical application for the EU economy.

我们建立了一个动态模型,在该模型中,异质企业根据其对未来碳价格的看法做出投资决策。政策制定者会宣布一个前瞻性的碳价格表,但如果认为过渡风险很高,则可以决定不执行其计划。我们的研究表明,薄弱的政策承诺,尤其是与雄心勃勃的减排公告相结合时,会使经济陷入信誉丧失、碳密集型投资和风险认知增加的恶性循环,最终导致转型失败。行为摩擦和异质性的存在--无论是在资本投资选择中还是在对决策者可信度的评估中--都会对转型动态和 "高碳陷阱 "的出现产生强烈的非线性影响。我们确定了成功转型的分析条件,并提供了欧盟经济的数值应用。
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引用次数: 0
Evolutionary dynamics in bilingual games 双语游戏中的进化动态
IF 1.9 3区 经济学 Q2 Mathematics Pub Date : 2024-06-10 DOI: 10.1016/j.jedc.2024.104898
Srinivas Arigapudi

In two-strategy coordination games with distinct payoff- and risk-dominant equilibria, existing results show that the inefficient risk-dominant equilibrium is uniquely selected under many evolutionary dynamics. In the above class of coordination games, we study the effect of introducing a bilingual strategy that is compatible with both of the existing strategies. An agent playing the bilingual strategy incurs an additional adoption cost but never miscoordinates with any other agent. We show that if the adoption cost of the bilingual strategy is low, then the efficient payoff-dominant equilibrium can be uniquely selected under many evolutionary dynamics.

在具有不同收益均衡和风险主导均衡的双策略协调博弈中,现有的研究结果表明,在许多进化动态中,低效率的风险主导均衡是唯一被选择的。在上述协调博弈中,我们研究了引入一种与现有两种策略都兼容的双语策略的效果。采用双语策略的代理会产生额外的采用成本,但绝不会与其他代理发生协调失误。我们的研究表明,如果双语策略的采用成本较低,那么在许多进化动力学条件下,都能唯一地选择出有效的报酬主导均衡。
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引用次数: 0
期刊
Journal of Economic Dynamics & Control
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