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唧唧堂:Econometrica 计量经济学2021年11月刊论文摘要14篇

唧唧堂  · 公众号  ·  · 2022-02-09 22:27

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解析作者 | 唧唧堂经济金融学写作小组: Chloe Song
审校 | 唧唧堂经济金融学写作 小组: SAN, 绵绵
编辑 | 悠悠



1、不平等,经济周期和货币财政政策


摘要:在一个特定的异质性代理人、不完全市场、名义刚性的新凯恩斯模型设定下,我们研究最佳的货币和财政政策。我们利用小噪声展开和弗雷歇导数来快速有效地逼近平衡。当经济体受到整体上的冲击时,异质性代理人经济中的最佳政策的变化与相对应的代表性代理人经济中的最佳政策的变化从定性上不相同;定量上,前者比后者大一个数量级。由异质性和不完全市场而催生的提供保险的动机超过了稳定价格的动机。


Abstract: We study optimal monetary and fiscal policies in a New Keynesian model with heterogeneous agents, incomplete markets, and nominal rigidities. Our approach uses small-noise expansions and Fréchet derivatives to approximate equilibria quickly and efficiently. Responses of optimal policies to aggregate shocks differ qualitatively from what they would be in a corresponding representative agent economy and are an order of magnitude larger. A motive to provide insurance that arises from heterogeneity and incomplete markets outweighs price stabilization motives.


参考文献:Bhandari, Anmol, David Evans, Mikhail Golosov, and Thomas J. Sargent. "Inequality, Business Cycles, and Monetary‐Fiscal Policy." Econometrica 89, no. 6 (2021): 2559-2599.



2、社会网络中的学习动态


摘要:本文提出了一个基于一个庞大随机网络且容易处理的贝叶斯学习模型。在此模型中,代理人选择是否采纳一种创新。我们研究了网络结构对学习动态和产品扩散的影响。在定向网络中,所有定向和非定向的连接都有助于代理人的学习。相比之下,在非定向和派系网络中,学习和福利效应较低。在丰富的网络类型中,行为可以用少量的微分方程描述,这使得模型在实证研究中更加实用。


Abstract: This paper proposes a tractable model of Bayesian learning on large random networks where agents choose whether to adopt an innovation. We study the impact of the network structure on learning dynamics and product diffusion. In directed networks, all direct and indirect links contribute to agents' learning. In comparison, learning and welfare are lower in undirected networks and networks with cliques. In a rich class of networks, behavior is described by a small number of differential equations, making the model useful for empirical work.


参考文献:Board, Simon, and Moritz Meyer‐ter‐Vehn. "Learning dynamics in social networks." Econometrica 89, no. 6 (2021): 2601-2635.



3、团队协作者:社交技能如何提高团队表现


摘要:大多数工作都需要团队协作。那是否存在一些好的团队协作者呢?在本文中,我们设计并且测试了一种新的方法来区分个人的贡献与团队的生产。我们将一些人随机分配给不同的团队,再以之前先前个人技能的测试得分来预测团队表现。有一部分人始终能帮助团队取得超出预期的表现。我们将这部分人称为“团队协作者”。团队协作者在社会智力这一良好定义的指标上得分尤其高,但在其他的维度上(包括智力、性格、教育、性别)与其他人并无差别。社交技能被定义为一个合并了社会智力得分和团队协作者效应的潜在因素。社交技能帮助提高团队表现,其效果与智力的效果相似。此外,有证据暗示团队协作者可以增加团队成员的努力。


Abstract: Most jobs require teamwork. Are some people good team players? In this paper, we design and test a new method for identifying individual contributions to team production. We randomly assign people to multiple teams and predict team performance based on previously assessed individual skills. Some people consistently cause their team to exceed its predicted performance. We call these individuals “team players.” Team players score significantly higher on a well-established measure of social intelligence, but do not differ across a variety of other dimensions, including IQ, personality, education, and gender. Social skills—defined as a single latent factor that combines social intelligence scores with the team player effect—improve team performance about as much as IQ. We find suggestive evidence that team players increase effort among teammates.


参考文献:Weidmann, Ben, and David J. Deming. "Team Players: How Social Skills Improve Team Performance." Econometrica 89, no. 6 (2021): 2637-2657.



4 、名誉陷阱


摘要:很少人想要和一个名声不好的伙伴做生意。因此,当一个坏的名声建立起来后会很难摆脱。一方面,这指向一个直觉的想法:好的名誉很容易丢失,但很难取得。另一方面,这会导致一种强烈的历史依赖:一个单一的有利或不利的事件可以留下长时间的阴影。因此,这导致了一种名誉陷阱:代理人可以理性地选择不投资一个好的名誉,因为其他人发现好名誉的概率太低了。然而,一个相同的具有好名誉的代理人会想方设法维持住自己的好名誉。在本文中,我们建立一个简单的名誉模型,并且刻画了形成带有名誉陷阱的唯一平衡的条件。


Abstract: Few want to do business with a partner who has a bad reputation. Consequently, once a bad reputation is established, it can be difficult to get rid of. This leads on the one hand to the intuitive idea that a good reputation is easy to lose and hard to gain. On the other hand, it can lead to a strong form of history dependence in which a single beneficial or adverse event can cast a shadow over a very long period of time. It gives rise to a reputational trap where an agent rationally chooses not to invest in a good reputation because the chances others will find out is too low. Nevertheless, the same agent with a good reputation will make every effort to maintain it. Here, a simple reputational model is constructed and the conditions for there to be a unique equilibrium that constitutes a reputation trap are characterized.


参考文献:Levine, David K. "The reputation trap." Econometrica 89, no. 6 (2021): 2659-2678.



5、贫穷的城市对所有人都是便宜的么?非位似性和美国城市的居住成本


摘要:本文表明市场上出售的产品及其价格与当地的收入特定的品味相关联。为了量化不同产品和价格的福利影响,我利用一个对上千种食品有着非同类偏好的微观模型来计算当地价格指数。这些指数揭示了富裕家庭和贫穷家庭对于富有和贫穷城市的选择集有巨大的感受上的差异。与低收入家庭相比,高收入家庭在富有城市比贫穷城市每多花一美元能享受40%更高的效用。在不同社区的商店里,我们也观察到相似的模式。大多数的这种效用上的差异可以通过市场上提供的产品组合的不同来解释,而非通过不同市场中连锁店相对价格的不同来解释。


Abstract: This paper shows that the products and prices offered in markets are correlated with local income-specific tastes. To quantify the welfare impact of this variation, I calculate local price indexes micro-founded by a model of non-homothetic demand over thousands of grocery products. These indexes reveal large differences in how wealthy and poor households perceive the choice sets available in wealthy and poor cities. Relative to low-income households, high-income households enjoy 40 percent higher utility per dollar expenditure in wealthy cities, relative to poor cities. Similar patterns are observed across stores in different neighborhoods. Most of this variation is explained by differences in the product assortment offered, rather than the relative prices charged, by chains that operate in different markets.


参考文献:Handbury, Jessie. "Are poor cities cheap for everyone? Non‐homotheticity and the cost of living across US cities." Econometrica 89, no. 6 (2021): 2679-2715.



6、批量耐用消费品需求和效力有限的货币政策


摘要:流行的新魏克塞尔学派的观点认为中央银行的目标应该是追踪自然利率(r*),而自然利率本身相对于货币政策是外生的。我们用一个固定成本的耐用消费品需求模型挑战这个外生性的观点。在我们的模型中,扩张性的货币政策刺激家庭加速耐用品的购买。这种刺激引发了总体需求上的跨期权衡:鼓励家庭在今天增加耐用品的持有将导致未来更少的家庭能获得耐用品。而为了支撑起稳定的需求,利率必须维持在低位。因此今天的融通性货币政策会降低未来的自然利率(r*)。我们发现这种机制有助于在数量上解释大萧条后持续走在低位的实际利率和自然利率。


Abstract: The prevailing neo-Wicksellian view holds that the central bank's objective is to track the natural rate of interest (r*), which itself is largely exogenous to monetary policy. We challenge this view using a fixed-cost model of durable consumption demand, in which expansionary monetary policy prompts households to accelerate purchases of durable goods. This yields an intertemporal trade-off in aggregate demand as encouraging households to increase durable holdings today leaves fewer households acquiring durables going forward. Interest rates must be kept low to support demand going forward, so accommodative monetary policy today reduces r* in the future. We show that this mechanism is quantitatively important in explaining the persistently low level of real interest rates and r* after the Great Recession.


参考文献:McKay, Alisdair, and Johannes F. Wieland. "Lumpy durable consumption demand and the limited ammunition of monetary policy." Econometrica 89, no. 6 (2021): 2717-2749.



7、投资需求和结构性变化


摘要:我们研究发展中国家部门组成和投资率的共同演化。运用多个国家在不同发展阶段的面板数据,我们记录下三个新的事实:(a)工业部门的份额和投资率强烈相关,并且随着国家的发展遵循一个驼峰状的形态,(b)相比消费商品,投资商品包含更多来自工业的国内价值,更少来自服务业的国内价值,(c)投资和消费商品部门组成的演化与GDP的演化不同。我们搭建了一个多部门的增长模型来解释这些规律,并提供了两个重要结果。第一,投资需求的驼峰形演化能够部分(50%)解释工业随发展的驼峰形态。第二,不对称的部门生产力增长帮助解释了投资商品在发展过程中相对价格的下降,这反过来增加了资本积累,促进了增长。


Abstract: We study the joint evolution of the sectoral composition and the investment rate of developing economies. Using panel data for several countries in different stages of development, we document three novel facts: (a) the share of industry and the investment rate are strongly correlated and follow a hump-shaped profile with development, (b) investment goods contain more domestic value added from industry and less from services than consumption goods do, and (c) the evolution of the sectoral composition of investment and consumption goods differs from the one of GDP. We build a multi-sector growth model to fit these patterns and provide two important results. First, the hump-shaped evolution of investment demand explains half of the hump in industry with development. Second, asymmetric sectoral productivity growth helps explain the decline in the relative price of investment goods along the development path, which in turn increases capital accumulation and promotes growth.


参考文献:García‐Santana, Manuel, Josep Pijoan‐Mas, and Lucciano Villacorta. "Investment Demand and Structural Change." Econometrica 89, no. 6 (2021): 2751-2785.



8、当滑动平均模型与高频数据相遇:波动性的均匀推断


摘要:我们用嘈杂的高频数据来推断波动性,并对高频数据作出如下假设:观察到的交易价格服从连续时间下的Ito半鞅,且因交易的发生被离散时间下滑动平均的噪音过程所污染。波动性被定义为半鞅的二次变分,而我们通过最大化误设的滑动平均模型的似然率,以及基于信息标准挑选出的目标函数的阶(order)来估计波动性。我们的推断在强度和关联结构随样本大小而变化的这一大类噪音过程中是均匀有效的。我们发现:当噪音逐渐消失,估计值的收敛速度支配了n1/4 ;并且在噪音足够小时,收敛速度由噪音关联度中所挑选的阶(order)来决定。我们的估计方法保证了估计值在有限样本下始终为正。


Abstract: We conduct inference on volatility with noisy high-frequency data. We assume the observed transaction price follows a continuous-time Itô-semimartingale, contaminated by a discrete-time moving-average noise process associated with the arrival of trades. We estimate volatility, defined as the quadratic variation of the semimartingale, by maximizing the likelihood of a misspecified moving-average model, with its order selected based on an information criterion. Our inference is uniformly valid over a large class of noise processes whose magnitude and dependence structure vary with sample size. We show that the convergence rate of our estimator dominates n1/4 as noise vanishes, and is determined by the selected order of noise dependence when noise is sufficiently small. Our implementation guarantees positive estimates in finite samples.


参考文献:Da, Rui, and Dacheng Xiu. "When moving‐average models meet high‐frequency data: Uniform inference on volatility." Econometrica 89, no. 6 (2021): 2787-2825.



9、决策中的计量:以哈维尔莫和沃尔德为基石描绘蓝图


摘要:哈维尔莫 (1944) 提出用概率结构来搭建计量模型,希望计量能被运用到决策中。他最重要的贡献已被完全纳入了计量的研究,但是计量研究尚不能完全回答哈维尔莫提出的深层问题。尤其是针对模型最多只能近似现实的这一事实,哈维尔莫曾试图正式阐述决策的影响但未能成功。在同一时期,沃尔德 (1939, 1945)创立了他奠基性的统计决策论。哈维尔莫亲切地引用了沃尔德,但是当时的计量界尚未接受统计决策论,而是专注于识别、估计和统计推断。本文提出使用统计决策论来评估决策中模型的表现。我考虑常用的似优化做法:设定模型,点估计模型中的参数,假设估计值是准确的并使用估计值来做最优决定。一个重要的主题思想是我们应该用各个状态空间的表现(即列举出我们所相信的所有可行空间),而不是各个模型空间的表现来评估似优化和其他基于模型的决策规则。我将这种思想应用到预测和处理选择。统计决策论在概念上很简单,但是其应用通常充满困难。提升算力是完善哈维尔莫和沃尔德所描绘出的蓝图之首要任务。


Abstract: Haavelmo (1944) proposed a probabilistic structure for econometric modeling, aiming to make econometrics useful for decision making. His fundamental contribution has become thoroughly embedded in econometric research, yet it could not answer all the deep issues that the author raised. Notably, Haavelmo struggled to formalize the implications for decision making of the fact that models can at most approximate actuality. In the same period, Wald (1939, 1945) initiated his own seminal development of statistical decision theory. Haavelmo favorably cited Wald, but econometrics did not embrace statistical decision theory. Instead, it focused on study of identification, estimation, and statistical inference. This paper proposes use of statistical decision theory to evaluate the performance of models in decision making. I consider the common practice of as-if optimization: specification of a model, point estimation of its parameters, and use of the point estimate to make a decision that would be optimal if the estimate were accurate. A central theme is that one should evaluate as-if optimization or any other model-based decision rule by its performance across the state space, listing all states of nature that one believes feasible, not across the model space. I apply the theme to prediction and treatment choice. Statistical decision theory is conceptually simple, but application is often challenging. Advancing computation is the primary task to complete the foundations sketched by Haavelmo and Wald.


参考文献:Manski, Charles F. "Econometrics for decision making: Building foundations sketched by Haavelmo and Wald." Econometrica 89, no. 6 (2021): 2827-2853.



10、零利率下限处的识别


摘要:我们可以利用利率中的零下限来识别货币政策的因果关系。这种识别依赖零利率下限对货币政策效力约束的程度。我提出了一个简单的方法来测试非传统政策的效力,并通过“影子利率”来搭建模型。通过使用一个包含了通胀、失业率、联邦利率的三个公式的结构向量自回归模型,我将这种方法运用到了美国的货币政策。统计结果表明,我们可以拒绝非传统货币政策在零利率下限没有任何效力的这一原假设。但同时证据表明,零利率下限处的非传统货币政策不如传统货币政策有效。


Abstract: I show that the zero lower bound (ZLB) on interest rates can be used to identify the causal effects of monetary policy. Identification depends on the extent to which the ZLB limits the efficacy of monetary policy. I propose a simple way to test the efficacy of unconventional policies, modeled via a “shadow rate.” I apply this method to U.S. monetary policy using a three-equation structural vector autoregressive model of inflation, unemployment, and the Federal Funds rate. I reject the null hypothesis that unconventional monetary policy has no effect at the ZLB, but find some evidence that it is not as effective as conventional monetary policy.


参考文献:Mavroeidis, Sophocles. "Identification at the zero lower bound." arXiv preprint arXiv:2103.12779 (2021).



11、交易所设计及其有效性


摘要:在现实生活中,大多数资产会单独清算,而不是与其他资产共同清算。本文介绍一个基于统一价格双向拍卖的模型。该模型考虑到了市场出清中任意的限制,包括各个资产独立清算和所有资产共同清算的情况。当各个资产的需求只取决于该资产本身的价格时,独立清算可以被允许;而当各个资产的需求取决于所有资产的价格时,共同清算是必要的。即使在所有交易者都参与了全部的协议时,针对交易资产的额外的交易协议(当资产共同清算时,这种协议是中立的)通常也并非多余。多个独立结算的交易协议通过设计可以和所有资产共同结算达到相同的效率。由市场出清的独立性带来的价格冲击的变化可以战胜信息损失,并且提高多样性和风险分担。除了在市场处于竞争状态下的情形,市场特征应该主导交易技术中的创新。


Abstract: Most assets clear independently rather than jointly. This paper presents a model based on the uniform-price double auction which accommodates arbitrary restrictions on market clearing, including independent clearing across assets (allowed when demand for each asset is contingent only on the price of that asset) and joint market clearing for all assets (required when demand for each asset is contingent on the prices of all assets). Additional trading protocols for traded assets—neutral when the market clears jointly—are generally not redundant innovations, even if all traders participate in all protocols. Multiple trading protocols that clear independently can be designed to be at least as efficient as joint market clearing for all assets. The change in price impact brought by independence in market clearing can overcome the loss of information, and enhance diversification and risk sharing. Except when the market is competitive, market characteristics should guide innovation in trading technology.


参考文献:Rostek, Marzena, and Ji Hee Yoon. "Exchange design and efficiency." Econometrica 89, no. 6 (2021): 2887-2928.



12、大型经济中的成对稳定匹配


摘要:我们为双向成对匹配问题构想了一个稳定的概念。在这个匹配问题中,代理人在分布形式上是不重要的个体。配对被构想为定义在待匹配人群特质的联合分布。特质的空间可以是高维度的,并且不一定是紧凑的。不管是否有转移支付,稳定的匹配都是存在的,而且稳定的匹配和有限代理人模型中的稳定配对的极限相对应。可以认为现有的连续匹配模型和带有可转移效用的稳定概念是我们的模型和稳定概念的一种特殊形式。相比有限代理人匹配模型,在我们的模型中,稳定匹配在广义的外部效应下依然存在。


Abstract: We formulate a stability notion for two-sided pairwise matching problems with individually insignificant agents in distributional form. Matchings are formulated as joint distributions over the characteristics of the populations to be matched. Spaces of characteristics can be high-dimensional and need not be compact. Stable matchings exist with and without transfers, and stable matchings correspond precisely to limits of stable matchings for finite-agent models. We can embed existing continuum matching models and stability notions with transferable utility as special cases of our model and stability notion. In contrast to finite-agent matching models, stable matchings exist under a general class of externalities.


参考文献:Greinecker, Michael, and Christopher Kah. "Pairwise stable matching in large economies." Econometrica 89, no. 6 (2021): 2929-2974.



13、银行业动态模型中的资本缓冲


摘要:我们提出一个银行产业动态的模型,来定量地研究调控政策对于银行的风险承担和市场结构的影响。考虑到我们的模型将用来匹配美国数据,我们提出了一个市场结构,其中有市场支配力的大型银行与小型有竞争力的边缘银行以及非银行借贷方相互影响。银行除了面对整体上的影响投资组合中良好贷款比例的冲击之外,还面临异质性资金冲击。内生性的进入和退出选择,以及银行缓冲存量资本催生出了一个有效的银行规模的分布。结果表明,模型的预测与许多现实中的因素(包括未被针对的经济周期的性质,银行借贷渠道,集中度在金融稳定中角色的实证研究)相一致。我们发现调控政策对于银行业市场结构有重要影响。这种影响与选择效应的一同作用下,可以产生配置效率和稳定上的变化。







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