Inefficiency in Macroeconomic News Forecasts: Effects on Asset Prices and Asset Allocation Rules

João Vasco Tavares da Luz Soares, David Cardoso
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引用次数: 1

Abstract

This paper tests the efficiency of macroeconomic forecasts, contributing to the existing literature using a rolling-event approach. We construct a monthly economic surprises index, aggregating several macroeconomic news surprises for the nine largest economic areas (G9), which we further analyze the impact on stock, bonds and foreign exchange markets using monthly data. Consequently we extend both research branches mostly focused on efficiency analysis and event studies in macroeconomic news impact. Consistently with the slow adjustment of analysts to news, our results suggest the existence of persistent unexpected economic surprises, presenting a strong autocorrelation for the aggregated G9 economic areas and, individually for USA, Eurozone and Japan. Business cycle decomposition shows that this is more intense in recession phases. Moreover, we provide evidence of a significant relation between economic news surprises and the returns of bond and stock markets. At last, a comparative study of investment decisions and asset allocation rules is also provided, concluding that past economic surprises can be used to predict future returns, providing stronger hit-ratios and higher returns than buy-and-hold and auto-regressive based strategies.
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宏观经济新闻预测的低效率:对资产价格和资产配置规则的影响
本文检验了宏观经济预测的有效性,对现有文献使用滚动事件方法做出了贡献。我们构建了一个月度经济意外指数,汇总了九个最大经济体(G9)的几个宏观经济新闻意外,并使用月度数据进一步分析了这些意外对股票、债券和外汇市场的影响。因此,我们扩展了两个研究分支,主要集中在宏观经济新闻影响的效率分析和事件研究。与分析师对新闻的缓慢调整一致,我们的结果表明,持续存在意想不到的经济惊喜,对9国集团经济区域以及美国、欧元区和日本单独呈现出很强的自相关性。商业周期分解表明,这种情况在衰退阶段更为严重。此外,我们还提供了经济新闻意外与债券和股票市场回报之间存在显著关系的证据。最后,对投资决策和资产配置规则进行了比较研究,得出结论认为,过去的经济意外可以用来预测未来的回报,比买入并持有和基于自回归的策略提供更强的命中率和更高的回报。
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