用嵌套Logit模型预测货币危机

L. Lau, Isabel K. M. Yan
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引用次数: 11

摘要

本文首次应用嵌套的logit模型来衡量投机攻击的概率和中央银行成功防御的概率。这个模型使我们不仅可以预测推测性攻击的概率,还可以预测给定攻击成功防御的概率。它还为分析不同因素对攻击和防御可能性的影响程度提供了一个框架。我们发现强有力的证据表明,外部流动性不足和金融脆弱性是货币危机的可靠预测因素。研究结果揭示了三代货币危机模型的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Predicting Currency Crises with a Nested Logit Model
This paper is the first to apply a nested logit model to measure the probabilities of speculative attacks and the probabilities of successful defences by the central banks. This model allows us to predict the probability not only of speculative attacks but also of successful defences, given attacks. It also provides a framework for analysing the degree to which different factors affect the likelihood of attacks and defences. We find strong evidence that external illiquidity and financial fragility are reliable predictors of currency crises. The results shed light on the validity of the three generations of currency crisis models.
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