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Breaks, Trends and the Attribution of Climate Change: A Time-Series Analysis 气候变化的中断、趋势和归因:一个时间序列分析
Pub Date : 2019-09-16 DOI: 10.18800/ECONOMIA.201901.001
F. Estrada, Pierre Perron
Climate change detection and attribution have been the subject of intense research and debate over at least four decades. However, direct attribution of climate change to anthropogenic activities using observed climate and forcing variables through statistical methods has remained elusive, partly caused by the difficulties for correctly identifying the time-series properties of these variables and by the limited availability of methods for relating nonstationary variables. This paper provides strong evidence concerning the direct attribution of observed climate change to anthropogenic greenhouse gases emissions by first investigating the univariate time-series properties of observed global and hemispheric temperatures and forcing variables and then by proposing statistically adequate multivariate models. The results show that there is a clear anthropogenic fingerprint on both global and hemispheric temperatures. The signal of the well-mixed GHG forcing in all temperature series is very clear and accounts for most of their secular movement since the beginning of observations. Both temperature and forcing variables are characterized by piecewise linear trends with abrupt changes in their slopes estimated to occur at different dates. Nevertheless, their long-term movements are so closely related that the observed temperature and forcing trends cancel out. The warming experimented during the last century was mainly due to the increase in GHG which was partially offset by the effect of tropospheric aerosols. Other forcing sources, such as solar, are shown to only contribute to (shorter-term) variations around the GHG forcing trend.
气候变化的探测和归因是近四十年来激烈研究和争论的主题。然而,通过统计方法利用观测到的气候和强迫变量将气候变化直接归因于人为活动仍然难以捉摸,部分原因是难以正确识别这些变量的时间序列特性,以及用于关联非平稳变量的方法的可用性有限。本文首先研究了观测到的全球和半球温度和强迫变量的单变量时间序列特性,然后提出了统计上适当的多变量模型,为观测到的气候变化直接归因于人为温室气体排放提供了强有力的证据。结果表明,人类活动对全球和半球温度都有明显的影响。所有温度序列中混合良好的温室气体强迫信号非常清晰,并解释了自观测开始以来它们的大部分长期运动。温度和强迫变量都具有分段线性趋势的特征,其斜率在不同日期估计会发生突变。然而,它们的长期运动是如此密切相关,以至于观测到的温度和强迫趋势相互抵消。在上个世纪试验的变暖主要是由于温室气体的增加,而对流层气溶胶的作用部分抵消了温室气体的增加。其他强迫源,如太阳,仅对温室气体强迫趋势周围的(短期)变化有所贡献。
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引用次数: 9
Do Market Prices Reflect Real Scarcity? Theories and Facts 市场价格反映了真正的稀缺性吗?理论与事实
Pub Date : 2019-09-16 DOI: 10.18800/economia.201901.003
A. Figueroa
Do market relative prices reflect real scarcity of resources? If this were so, market prices would provide society with the correct signals about real scarcities. Economics—the science of scarcity— has different answers to this question. Following the principles of current epistemology, the paper reviews three theories of markets: neoclassical, bio-economics, and unified theory, analyzing their assumptions, their derived empirical predictions about the relation between market prices and scarcity, and their validity when confronted against known basic facts. Clarifying misconceptions about the nature and the role of the market mechanism in the functioning of capitalism is the expected contribution of the paper.
市场相对价格是否反映了资源的真正稀缺性?如果是这样的话,市场价格将向社会提供有关实际稀缺性的正确信号。经济学——稀缺的科学——对这个问题有不同的答案。本文遵循当前认识论的原则,回顾了三种市场理论:新古典主义、生物经济学和统一理论,分析了它们的假设,它们对市场价格与稀缺性之间关系的推导经验预测,以及它们在面对已知基本事实时的有效性。澄清关于市场机制在资本主义运作中的性质和作用的误解是本文的预期贡献。
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引用次数: 3
Threshold Stochastic Volatility Models with Heavy Tails: A Bayesian Approach 具有重尾的阈值随机波动模型:贝叶斯方法
Pub Date : 2019-09-16 DOI: 10.18800/economia.201901.002
C. A. Abanto-Valle, Hernán B. Garrafa-Aragón
This paper extends the threshold stochastic volatility (THSV) model specification proposed in So et al. (2002) and Chen et al. (2008) by incorporating thick-tails in the mean equation innovation using the scale mixture of normal distributions (SMN). A Bayesian Markov Chain Monte Carlo algorithm is developed to estimate all the parameters and latent variables. Value-at-Risk (VaR) and Expected Shortfall (ES) forecasting via a computational Bayesian framework are considered. The MCMC-based method exploits a mixture representation of the SMN distributions. The proposed methodology is applied to daily returns of indexes from BM&F BOVESPA (BOVESPA), Buenos Aires Stock Exchange (MERVAL), Mexican Stock Exchange (MXX) and the Standar & Poors 500 (SP500). Bayesian model selection criteria reveals that there is a significant improvement in model fit for the returns of the data considered here, by using the THSV model with slash distribution over the usual normal and Student-t models. Empirical results show that the skewness can improve VaR and ES forecasting in comparison with the normal and Student-t models.
本文扩展了So et al.(2002)和Chen et al.(2008)提出的阈值随机波动(THSV)模型规范,利用正态分布的尺度混合(SMN)将厚尾纳入均值方程创新。提出了一种贝叶斯马尔可夫链蒙特卡罗算法来估计所有参数和潜在变量。考虑了计算贝叶斯框架下的风险价值(VaR)和预期缺口(ES)预测。基于mcmc的方法利用SMN分布的混合表示。所提出的方法应用于BM&F BOVESPA (BOVESPA),布宜诺斯艾利斯证券交易所(MERVAL),墨西哥证券交易所(MXX)和标准普尔500指数(SP500)的指数的日收益。贝叶斯模型选择标准表明,通过在通常的正态模型和Student-t模型上使用斜线分布的THSV模型,对这里考虑的数据收益的模型拟合有显着改善。实证结果表明,与正态模型和Student-t模型相比,偏度可以改善VaR和ES的预测。
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引用次数: 0
Two Become One: Improving the Targeting of Conditional Cash Transfers with a Predictive Model of School Dropout 合二为一:基于辍学预测模型的有条件现金转移定向改进
Pub Date : 2019-05-01 DOI: 10.1353/eco.2020.0011
Cristian Crespo
ABSTRACT:This paper offers a methodology to improve targeting design and assessment when two or more groups need to be considered, and trade-offs exist between using different targeting mechanisms. The paper builds from the multidimensional targeting challenge facing conditional cash transfers (CCTs). I analyze whether a common CCT targeting mechanism, namely, a proxy means test (PMT), can identify the poor and future school dropouts effectively. Despite both being key target groups for CCTs, students at risk of dropping out are rarely considered for CCT allocation or in targeting assessments. Using rich administrative data sets from Chile to simulate different targeting mechanisms, I compare the targeting effectiveness of a PMT and other mechanisms based on a predictive model of school dropout. I build this model using machine learning algorithms. Using two novel metrics, I show that combining the outputs of the predictive model with the PMT increases targeting effectiveness except when the social valuation of the poor and future school dropouts differs to a large extent. More generally, public officials who value their key target groups equally may improve policy targeting by modifying their allocation procedures.
摘要:本文提出了一种方法,可以在需要考虑两个或两个以上的群体,以及使用不同的靶向机制之间存在权衡的情况下,改进靶向设计和评估。本文从有条件现金转移支付(cct)面临的多维目标挑战出发。我分析了一种常见的CCT目标机制,即代理经济状况调查(PMT),是否可以有效地识别贫困和未来的辍学生。尽管两者都是有条件现金援助的关键目标群体,但有辍学风险的学生很少被考虑用于有条件现金援助的分配或目标评估。利用来自智利的丰富的行政数据集来模拟不同的目标机制,我比较了基于辍学预测模型的PMT和其他机制的目标有效性。我用机器学习算法建立了这个模型。使用两个新指标,我表明,除了对穷人和未来辍学者的社会评价在很大程度上不同之外,将预测模型的输出与PMT相结合可以提高目标有效性。更一般地说,同样重视其主要目标群体的公职人员可以通过修改其分配程序来改进政策目标。
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引用次数: 1
Consumers as VAT "Evaders": Incidence, Social Bias, and Correlates in Colombia 作为增值税“逃税者”的消费者:哥伦比亚的发生率、社会偏见及其相关性
Pub Date : 2019-04-30 DOI: 10.1353/ECO.2019.0001
L. Fergusson, Carlos A. Molina, J. Riaño
ABSTRACT:Tax evasion lies at the core of the relationship between citizens and the state: it reflects the level of trust in the state and compliance with society's implicit social contract. However, empirically analyzing tax evasion is challenging, particularly because there are few direct and reliable measures. We conduct list experiments on a large sample of households to estimate how frequently consumers are willing to be complicit in value added tax (VAT) evasion, as well as the extent of social desirability bias in respondent answers. Around 20 percent of respondents agree to make purchases without a receipt in order to avoid paying VAT; surprisingly, they are not ashamed to admit this openly. Evasion is more prevalent in places with more informality and less physical presence of the state, as well as among poorer, less educated individuals and those who disregard the rule of law.
摘要:偷税漏税是公民与国家关系的核心,它反映了公民对国家的信任程度和对社会隐性契约的遵守程度。然而,实证分析逃税是具有挑战性的,特别是因为很少有直接和可靠的措施。我们对大量家庭样本进行了列表实验,以估计消费者愿意参与增值税(VAT)逃税的频率,以及受访者回答中社会可取性偏差的程度。约20%的受访者同意在没有收据的情况下购物,以避免缴纳增值税;令人惊讶的是,他们并不羞于公开承认这一点。逃漏税在政府不正式和实体存在较少的地方,以及在较贫穷、受教育程度较低的个人和无视法治的人中更为普遍。
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引用次数: 8
Resource Windfalls and Public Sector Employment: Evidence from Municipalities in Chile 资源意外之财和公共部门就业:来自智利市政当局的证据
Pub Date : 2019-04-30 DOI: 10.1353/ECO.2019.0004
F. Larraín, Oscar P. Perelló
ABSTRACT:We study the effect of extra resource revenues on employment expenditures at the municipal level in Chile. We exploit a novel quasi-experiment: a legal reform in 2005 that increased the portion of the income collected from mining licenses that is assigned to municipalities where mines operate from 30 to 50 percent. Our main result is a statistically significant expansion of municipal employment expenditures in mining municipalities, driven by expenditures on long-term employment. Additionally, we found a meaningful effect on allowances to the municipal council, but we did not find a robust impact on transfers to health, transfers to community programs, or municipal investment, while the increase in transfers to education is small with respect to the employment expenditures effect. These results are complemented by evidence of an increase in the mayor's probability of reelection not related to the provision of public goods, which links our findings with the clientelism mechanism of resource rents. Our results also have several implications for the fiscal decentralization debate in resource-abundant economies.
摘要:本文研究了智利市级额外资源收入对就业支出的影响。我们利用了一个新颖的准实验:2005年的一项法律改革,将从采矿许可证中收取的收入分配给矿山经营的市政当局的比例从30%提高到50%。我们的主要结果是,在长期就业支出的推动下,矿业城市的市政就业支出在统计上显著扩大。此外,我们发现对市政委员会津贴有显著影响,但我们没有发现对医疗转移、社区项目转移或市政投资的强劲影响,而对教育转移的增加相对于就业支出的影响很小。与这些结果相辅相成的是,有证据表明,与公共产品提供无关的市长连任概率增加,这将我们的发现与资源租金的庇护主义机制联系起来。我们的研究结果对资源丰富经济体的财政分权辩论也有一些启示。
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引用次数: 4
Do Gender Disparities Exist Despite a Negative Gender Earnings Gap? 尽管性别收入差距为负,性别差异是否依然存在?
Pub Date : 2019-04-30 DOI: 10.1353/ECO.2019.0003
José Caraballo-Cueto, Eileen Segarra-Alméstica
ABSTRACT:In 2009, for the first time, Puerto Rico's unconditional median earnings gender gap presented a statistically significant negative sign. We document the elements that lead to an overall improvement in women's economic position and find that the unconditional earnings gap turns positive once observable characteristics are considered. For instance, we find that the negative gender gap disappears when we adjust for educational attainments as a new indicator of gender gaps. In general, relative differences in returns on education and a glass ceiling effect moderated by dependent children are two of the explanatory factors allowing for the continuation of gender disparities within groups. There is also a direct association between women's representation in a given occupation/education group and the gender earnings gap.
摘要:2009年,波多黎各无条件收入中位数性别差距首次呈现出统计学上显著的负信号。我们记录了导致女性经济地位全面改善的因素,并发现一旦考虑到可观察的特征,无条件收入差距就会变为正的。例如,我们发现,当我们将教育程度作为性别差距的新指标进行调整时,负性别差距就消失了。一般来说,教育回报的相对差异和受抚养子女缓和的玻璃天花板效应是导致群体内性别差异继续存在的两个解释因素。妇女在某一职业/教育群体中的代表性与性别收入差距之间也存在直接联系。
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引用次数: 4
Fool's Gold: The Impact of Venezuelan Currency Devaluations on Multinational Stock Prices 傻瓜的黄金:委内瑞拉货币贬值对跨国公司股价的影响
Pub Date : 2018-11-15 DOI: 10.1353/ECO.2018.0009
Dany Bahar, Carlos A. Molina, M. Santos
ABSTRACT:This paper documents negative cumulative abnormal returns (CARs) to five exchange rate devaluations in Venezuela within the context of stiff exchange controls and large black-market premiums, using daily stock prices for 110 multinational corporations with Venezuelan subsidiaries. The results suggest evidence of statistically and economically significant negative CARs of up to 2.07 percent over the ten-day event window. We find consistent results using synthetic controls to causally infer the effect of each devaluation on the stock prices of global firms active in the country at the time of the event. Our results are at odds with the predictions of the efficient market hypothesis stating that predictable devaluations should not affect the stock prices of large multinational companies on the day of the event, and even less so when they happen in small countries. We interpret these results as a suggestive indication of market inefficiencies in the process of asset pricing.
摘要:本文利用110家在委内瑞拉设有子公司的跨国公司的每日股票价格,在严格的外汇管制和大量黑市溢价的背景下,对委内瑞拉五次汇率贬值的负累积异常回报(CARs)进行了研究。结果表明,在10天的事件窗口期间,统计和经济上显著的负car高达2.07%。我们使用综合控制来因果推断每次贬值对事件发生时活跃在该国的全球公司股价的影响,发现了一致的结果。我们的研究结果与有效市场假说的预测不一致,有效市场假说认为,可预测的货币贬值不会影响大型跨国公司在事件发生当天的股价,而当货币贬值发生在小国时,影响就更小了。我们将这些结果解释为资产定价过程中市场效率低下的暗示。
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引用次数: 2
I Sell My Vote, and So What? Incidence, Social Bias, and Correlates of Clientelism in Colombia 我卖掉了我的选票,那又怎样?哥伦比亚裙带关系的发生率、社会偏见和相关因素
Pub Date : 2018-11-15 DOI: 10.1353/ECO.2018.0011
L. Fergusson, Carlos A. Molina, J. Riaño
ABSTRACT:Exchanging one's vote for particularistic benefits—practices usually grouped under clientelism—is often thought to weaken programmatic links between citizens and politicians and disincentivize public good provision, as well as undermine voter autonomy and the ideal role of elections. However, empirically analyzing this key phenomenon for the working of democracies entails formidable challenges. We conduct list experiments on a large sample of households to estimate the incidence of clientelistic vote buying, as well as the extent to which respondents refrain from openly recognizing this behavior. Nearly one out of every five respondents engage in clientelism, and, surprisingly, they do not feel ashamed to admit it. Guided by the existing literature and systematically verifying the sensitivity of the results to model specification, we examine the robust correlates of clientelism and discuss the implications of our key findings.
摘要:用自己的选票换取特殊利益——通常归为裙带关系的行为——通常被认为削弱了公民与政治家之间的程序性联系,抑制了公共产品的提供,并破坏了选民的自主权和选举的理想作用。然而,从经验上分析这一关键现象对民主国家的运作带来了巨大的挑战。我们对大量家庭样本进行了列表实验,以估计clientelistic贿选的发生率,以及受访者不公开承认这种行为的程度。近五分之一的受访者参与了裙带关系,令人惊讶的是,他们并不羞于承认这一点。在现有文献的指导下,系统地验证了结果对模型规范的敏感性,我们检查了clientelism的鲁棒相关性,并讨论了我们的主要发现的含义。
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引用次数: 7
Homicides and the Age of Criminal Responsibility: A Density Discontinuity Approach 杀人案与刑事责任时代:密度非连续性方法
Pub Date : 2018-11-15 DOI: 10.1353/ECO.2018.0008
Francisco J M Costa, João S. De Faria, Felipe S. Iachan, Bárbara Caballero
ABSTRACT:We employ a density discontinuity design to evaluate the deterrence effect of more severe punishments around the legal age of criminal responsibility in Brazil. Motivated by the criminology literature, we propose a novel proxy based on the inherent risk underlying criminal activities. Using violent death rates as a proxy for an individual's involvement in violent crime, we find no discernible deterrence effects. We additionally study arrest data from the country's third most populous state, Rio de Janeiro, and discuss the advantages of our proxy in light of potential underreporting biases from using criminal records.
摘要:本文采用密度不连续设计来评估巴西在法定刑事责任年龄前后加重刑罚的威慑效果。在犯罪学文献的启发下,我们提出了一种基于犯罪活动内在风险的新型代理。使用暴力死亡率作为个人参与暴力犯罪的代理,我们发现没有明显的威慑作用。我们还研究了巴西人口第三多的州巴西里约热内卢的逮捕数据,并讨论了我们代理的优势,考虑到使用犯罪记录可能存在的低报偏见。
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引用次数: 5
期刊
Economía Informa
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