基于局部投影的预测误差方差分解

Forecast Error Variance Decompositions with Local Projections

Journal of Business & Economic Statistics · 2019
被引 86
人大 AABS 4

中文导读

提出了一种在局部投影框架下估计预测误差方差分解的方法,并通过自助法校正偏差,在模拟中表现良好,还用于分析货币政策和生产率冲击。

Abstract

We propose and study properties of an estimator of the forecast error variance decomposition in the local projections framework. We find for empirically relevant sample sizes that, after being bias-corrected with bootstrap, our estimator performs well in simulations. We also illustrate the workings of our estimator empirically for monetary policy and productivity shocks. KEYWORDS: Forecast error variance decomposition; Local projections.

局部投影预测误差方差分解偏差校正自助法