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Local environmental quality and heterogeneity in an OLG agent-based model with spatial externalities. 具有空间外部性的OLG agent模型中的局部环境质量和异质性。
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2022-01-01 Epub Date: 2022-02-03 DOI: 10.1007/s11403-022-00346-9
Andrea Caravaggio, Mauro Sodini

Most of the theoretical contributions on the relationship between economy and environment assume the environment as a good distributed homogeneously among agents. The aim of this work is to relax this hypothesis and to consider that the environment can have a local character even if conditioned through externalities by the choices made at the global level. In this article, we adapt the classical framework introduced in John and Pecchenino (Econ J 104(427):1393-1410, 1994) to analyze the dynamic relationship between environment and economic process, and we propose an OLG agent-based model where each agent perceives her own level of environmental quality determined by her own decisions, and by the decisions of those living around her. Despite the attention devoted to local environmental aspects, network externalities (determined through the scheme of Moore neighborhoods) play a fundamental role in defining environmental dynamics and they may induce the emergence of cyclical dynamics. The occurrence of oscillations in the local environmental quality is partially mitigated by the presence of heterogeneity in individuals' preferences. Finally, when a centralized planner is introduced, the dynamics converge to stationary values regardless of the assumption on heterogeneity of agents.

大多数关于经济与环境关系的理论贡献都假设环境是一个良好的均匀分布在主体之间的环境。这项工作的目的是放松这一假设,并考虑到即使在全球一级作出的选择通过外部性加以限制,环境也可以具有地方特征。在本文中,我们采用John和Pecchenino (Econ J 104(427):1393- 1410,1994)引入的经典框架来分析环境与经济过程之间的动态关系,并提出了一个基于OLG代理的模型,其中每个代理感知自己的环境质量水平,这取决于她自己的决策,以及周围人的决策。尽管关注局部环境方面,但网络外部性(通过摩尔邻域方案确定)在定义环境动力学方面起着基本作用,它们可能导致周期性动力学的出现。个体偏好的异质性部分地减轻了局部环境质量波动的发生。最后,当引入集中式计划器时,无论agent的异质性假设如何,动态都收敛于平稳值。
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引用次数: 3
A simulation of the insurance industry: the problem of risk model homogeneity. 保险业模拟:风险模型同质性问题。
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2022-01-01 Epub Date: 2021-03-12 DOI: 10.1007/s11403-021-00319-4
Torsten Heinrich, Juan Sabuco, J Doyne Farmer

We develop an agent-based simulation of the catastrophe insurance and reinsurance industry and use it to study the problem of risk model homogeneity. The model simulates the balance sheets of insurance firms, who collect premiums from clients in return for insuring them against intermittent, heavy-tailed risks. Firms manage their capital and pay dividends to their investors and use either reinsurance contracts or cat bonds to hedge their tail risk. The model generates plausible time series of profits and losses and recovers stylized facts, such as the insurance cycle and the emergence of asymmetric firm size distributions. We use the model to investigate the problem of risk model homogeneity. Under the European regulatory framework Solvency II, insurance companies are required to use only certified risk models. This has led to a situation in which only a few firms provide risk models, creating a systemic fragility to the errors in these models. We demonstrate that using too few models increases the risk of nonpayment and default while lowering profits for the industry as a whole. The presence of the reinsurance industry ameliorates the problem but does not remove it. Our results suggest that it would be valuable for regulators to incentivize model diversity. The framework we develop here provides a first step toward a simulation model of the insurance industry, which could be used to test policies and strategies for capital management.

本文建立了基于智能体的巨灾保险和再保险行业仿真模型,并利用该模型研究了风险模型的同质性问题。该模型模拟了保险公司的资产负债表,保险公司从客户那里收取保费,作为回报,为客户提供针对间歇性、重尾风险的保险。公司管理他们的资本,向投资者支付股息,并使用再保险合同或债券来对冲尾部风险。该模型产生了合理的利润和损失的时间序列,并恢复了程式化的事实,如保险周期和不对称企业规模分布的出现。利用该模型研究了风险模型的同质性问题。根据欧洲监管框架Solvency II,保险公司被要求只使用经过认证的风险模型。这导致了一种情况,即只有少数公司提供风险模型,从而造成了对这些模型中的错误的系统性脆弱性。我们证明,使用太少的模型增加了不付款和违约的风险,同时降低了整个行业的利润。再保险行业的存在改善了这个问题,但并没有消除它。我们的研究结果表明,监管机构激励模型多样性是有价值的。我们在这里开发的框架为保险业的模拟模型提供了第一步,该模型可用于测试资本管理的政策和策略。
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引用次数: 7
Preying on beauty? The complex social dynamics of overtourism. 以美为食?过度旅游的复杂社会动态。
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2022-01-01 Epub Date: 2021-02-23 DOI: 10.1007/s11403-020-00311-4
Angelo Antoci, Paolo Russu, Pier Luigi Sacco, Giorgio Tavano Blessi

Overtourism is an increasingly relevant problem for tourist destinations, and some cities are starting to take extreme measures to counter it. In this paper, we introduce a simple mathematical model that analyzes the dynamics of the populations of residents and tourists when there is a competition for the access to local services and resources, since the needs of the two populations are partly mutually incompatible. We study under what conditions a stable equilibrium where residents and tourists coexist is reached, and what are the conditions for tourists to take over the city and to expel residents, among others. Even small changes in key parameters may bring about very different outcomes. Policymakers should be aware that a sound knowledge of the structural properties of the dynamics is important when taking measures, whose effect could otherwise be different than expected and even counterproductive.

对于旅游目的地来说,过度旅游是一个日益严重的问题,一些城市开始采取极端措施来应对。在本文中,我们引入了一个简单的数学模型,分析了当存在对当地服务和资源的竞争时,居民和游客人口的动态,因为这两个人口的需求在一定程度上是相互不相容的。我们研究在什么条件下可以达到居民和游客共存的稳定平衡,以及游客接管城市和驱逐居民等的条件。即使是关键参数的微小变化也可能带来截然不同的结果。政策制定者应该意识到,在采取措施时,对动态结构特性的充分了解是很重要的,否则这些措施的效果可能与预期不同,甚至适得其反。
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引用次数: 3
Endogenous viral mutations, evolutionary selection, and containment policy design. 内源性病毒突变、进化选择和遏制政策设计。
IF 0.8 4区 经济学 Q3 ECONOMICS Pub Date : 2022-01-01 Epub Date: 2022-01-07 DOI: 10.1007/s11403-021-00344-3
Patrick Mellacher

How will the novel coronavirus evolve? I study a simple epidemiological model, in which mutations may change the properties of the virus and its associated disease stochastically and antigenic drifts allow new variants to partially evade immunity. I show analytically that variants with higher infectiousness, longer disease duration, and shorter latent period prove to be fitter. "Smart" containment policies targeting symptomatic individuals may redirect the evolution of the virus, as they give an edge to variants with a longer incubation period and a higher share of asymptomatic infections. Reduced mortality, on the other hand, does not per se prove to be an evolutionary advantage. I then implement this model as an agent-based simulation model in order to explore its aggregate dynamics. Monte Carlo simulations show that a) containment policy design has an impact on both speed and direction of viral evolution, b) the virus may circulate in the population indefinitely, provided that containment efforts are too relaxed and the propensity of the virus to escape immunity is high enough, and crucially c) that it may not be possible to distinguish between a slowly and a rapidly evolving virus by looking only at short-term epidemiological outcomes. Thus, what looks like a successful mitigation strategy in the short run, may prove to have devastating long-run effects. These results suggest that optimal containment policy must take the propensity of the virus to mutate and escape immunity into account, strengthening the case for genetic and antigenic surveillance even in the early stages of an epidemic.

新型冠状病毒将如何进化?我研究了一个简单的流行病学模型,在这个模型中,突变可能随机改变病毒及其相关疾病的特性,抗原漂移允许新变种部分逃避免疫。我通过分析表明,传染性更强、病程更长、潜伏期更短的变种更适合流行。针对无症状个体的 "聪明 "遏制政策可能会改变病毒的进化方向,因为这些政策会给潜伏期较长、无症状感染比例较高的变种带来优势。另一方面,降低死亡率本身并不能证明是一种进化优势。然后,我将该模型作为一个基于代理的模拟模型来实施,以探索其总体动态。蒙特卡洛模拟显示:a)遏制政策的设计对病毒进化的速度和方向都有影响;b)如果遏制工作过于松懈,病毒逃避免疫的倾向足够高,病毒可能会在人群中无限循环;关键的是,c)仅从短期流行病学结果来看,可能无法区分进化缓慢的病毒和进化迅速的病毒。因此,在短期内看似成功的缓解策略,可能会产生破坏性的长期影响。这些结果表明,最佳遏制政策必须考虑到病毒变异和逃避免疫的倾向,从而加强了甚至在流行病早期阶段进行基因和抗原监测的理由。
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引用次数: 0
Testing the convergence hypothesis: a longitudinal and cross-sectional analysis of the world trade web through social network and statistical analyses 趋同假说的检验:基于社会网络与统计分析的世界贸易网络纵向与横向分析
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2021-12-26 DOI: 10.1007/s11403-021-00341-6
L. Biggiero, Roberto Urbani
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引用次数: 0
Foreword of the Special Issue: Nonlinear Economic Dynamics (2019) 《非线性经济动力学》特刊前言(2019)
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2021-12-25 DOI: 10.1007/s11403-021-00339-0
L. Gardini, D. Radi, F. Tramontana
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引用次数: 0
Large and uncertain heterogeneity of expectations: stability of equilibrium from a policy maker standpoint 期望的巨大和不确定异质性:从政策制定者的角度看均衡的稳定性
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2021-11-26 DOI: 10.1007/s11403-021-00335-4
Colucci, Domenico, Del Vigna, Matteo, Valori, Vincenzo

We study the dynamic behavior of heterogeneous markets with many types of agents. In particular this paper aims at studying the effects of a change in the number n of agents, who are possibly different in terms of the rule they employ to forecast, on the long-run value of a relevant state variable. On the one hand we show that a heterogeneous agents model cannot be by and large traced back to an equivalent average representative-agent model. This complicates the possibility of easily reducing large and complex models to simpler and analytically tractable ones. On the other hand, under fairly general conditions, we characterize a class of models in which the probability of convergence to the steady state becomes either one or zero as n grows. This fact has positive implications for a policy maker committed to the goal of stabilizing the economy.

我们研究具有多种类型代理人的异质市场的动态行为。特别地,本文旨在研究智能体数量n的变化对相关状态变量长期值的影响,这些智能体在预测时可能采用不同的规则。一方面,我们证明了一个异构代理模型大体上不能追溯到一个等效的平均代表代理模型。这使得将大型和复杂的模型简化为更简单和易于分析的模型的可能性变得复杂。另一方面,在相当一般的条件下,我们刻画了一类模型,在这些模型中,随着n的增长,收敛到稳态的概率变为1或0。这一事实对致力于稳定经济目标的政策制定者具有积极意义。
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引用次数: 1
The competitions of time-varying and constant loadings in asset pricing models: empirical evidence and agent-based simulations 资产定价模型中时变和恒定负载的竞争:经验证据和基于代理的模拟
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2021-11-24 DOI: 10.1007/s11403-021-00337-2
Hung-Wen Lin, Jing-Bo Huang, Kun-Ben Lin, Shu-Heng Chen
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引用次数: 1
A multi-agent description of the influence of higher education on social stratification 高等教育对社会分层影响的多主体描述
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2021-10-15 DOI: 10.1007/s11403-022-00358-5
G. Dimarco, G. Toscani, M. Zanella
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引用次数: 2
Bank demand for central bank liquidity and its impact on interbank markets 银行对央行流动性的需求及其对银行间市场的影响
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2021-10-10 DOI: 10.1007/s11403-021-00336-3
Di Xiao, Andreas Krause
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引用次数: 1
期刊
Journal of Economic Interaction and Coordination
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