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相信美联储所言:利用文本分析估计中央银行目标的新方法

Taking the Fed at its Word: A New Approach to Estimating Central Bank Objectives using Text Analysis
Review of Economic Studies · 2021 · Adam Hale Shapiro、Daniel J. Wilson

中文摘要

我们提出了一种估计中央银行偏好的新方法,包括估计其隐性通胀目标。该方法既无须对潜在宏观经济结构作出先验设定,也无须观测货币政策行动。我们的方法是根据政策制定者在内部会议中表达的情感倾向,直接估计中央银行的目标函数。我们将该方法应用于美国联邦公开市场委员会(FOMC)的目标函数。结果对有关FOMC偏好的传统观点中的两个关键方面提出了挑战。第一,在2000—2011年的基准样本期内,FOMC的隐性通胀目标平均约为1.5%,统计显著低于通常假定的2%。第二,FOMC的损失函数在很大程度上取决于产出增长和股票市场表现,而对其所判断的当前经济松弛程度依赖较少。

Abstract

Abstract We propose a new approach to estimating central bank preferences, including the implicit inflation target, that requires no priors on the underlying macroeconomic structure nor observation of monetary policy actions. Our approach entails directly estimating the central bank’s objective function from the sentiment expressed by policymakers in their internal meetings. We apply the approach to the objective function of the U.S. Federal Open Market Committee (FOMC). The results challenge two key aspects of conventional wisdom regarding FOMC preferences. First, the FOMC had an implicit inflation target of approximately $1\frac{1}{2}$$\%$ on average over our baseline 2000–11 sample period, significantly below the commonly assumed value of 2. Second, the FOMC’s loss depends strongly on output growth and stock market performance and less so on their perception of current economic slack.
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