经济危机的探讨:参数不确定性与预测能力

J. Inekwe
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引用次数: 6

摘要

从长远来看,本文考察了联合经济危机,并确定了49个变量预测此类事件的能力。在预测中加入动态因素的同时,我们生成了各种规格的预测能力,并对感兴趣参数的不确定性进行建模。结果表明,实际人均国内生产总值增长、监管、银行不良贷款、利率和通货膨胀率是预测联合经济危机的最重要变量。这些变量预测经济危机的准确率约为93%,可以预测发展中国家的联合经济危机和最近的联合危机。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Exploration of Economic Crises: Parameter Uncertainty and Predictive Ability
Over a long horizon, this paper examines joint economic crises and determines the power of 49 variables in predicting such episodes. While incorporating dynamism in the prediction, we generate the predictive power of various specifications and model the uncertainty in the parameters of interest. The results reveal that growth of real gross domestic product per capita, regulation, bank non‐performing loans, interest rate and inflation rate are the most significant variables in predicting the joint economic crises. These variables predict economic crises with about 93% accuracy and can predict joint economic crises in developing countries and recent joint crises.
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