经济复苏是神话吗?脉冲响应的稳健估计

IS ECONOMIC RECOVERY A MYTH? ROBUST ESTIMATION OF IMPULSE RESPONSES

Journal of Applied Econometrics · 2013
被引 283 · 同刊同年前 3%
人大 AABS 3

中文导读

改进了局部投影法估计脉冲响应函数时存在的偏差,并用99国1974-2001年数据发现银行危机导致10年内GDP损失近10%,且无明显复苏迹象。

Abstract

SUMMARY We estimate the impulse response function (IRF) of GDP to a banking crisis using an extension of the local projections method. We demonstrate that, though robust to misspecifications of the data‐generating process, this method suffers from a hitherto unnoticed bias which increases with the forecast horizon. We propose a correction to this bias and show through simulations that it works well. Applying our corrected local projections estimator to the data from a panel of 99 countries observed between 1974 and 2001, we find that an average banking crisis yields a GDP loss of just under 10% in 10 years, with little sign of recovery. Like the original local projections method, our extension of it is widely applicable. Copyright © 2013 John Wiley & Sons, Ltd.

银行危机GDP损失脉冲响应函数局部投影法估计偏差