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Signaling, instrumentation, and CFO decision-making
Journal of Financial Economics ( IF 8.238 ) Pub Date : 2021-08-31 , DOI: 10.1016/j.jfineco.2021.07.014
Christopher A. Hennessy 1 , Gilles Chemla 2
Affiliation  

Building parable economies embedding econometricians, we view alternative estimators (instrument Variables, fuzzy regression discontinuity, natural experiments, OLS, event studies) from the perspective of privately informed decision-makers, e.g., CFOs. instrument Variable estimates can be misleading since randomization through observable instruments eliminates signal content arising from discretion. If the goal is informing discretionary decisions, rather than predicting outcomes after forced/mistaken actions, instrumentation is problematic, whereas OLS or event studies can be sufficient. The analysis shows that the utility of alternative estimators hinges upon often neglected assumptions about agent/econometrician information sets, as distinct from exclusion restrictions. We recommend parable economy estimation before real-world IV estimation.



中文翻译:

信号、仪表和 CFO 决策

构建嵌入计量经济学家的寓言经济,我们从私人知情决策者(例如 CFO)的角度看待替代估计量(工具变量、模糊回归不连续性、自然实验、OLS、事件研究)。工具 变量估计可能会产生误导,因为通过可观察工具进行随机化消除了由判断引起的信号内容。如果目标是为酌情决定提供信息,而不是在强制/错误行动后预测结果,则仪器是有问题的,而 OLS 或事件研究就足够了。分析表明,替代估计量的效用取决于关于代理人/计量经济学家信息集的经常被忽视的假设,这与排除限制不同。我们建议在实际 IV 估计之前进行寓言经济估计。

更新日期:2021-08-31
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