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量化叙事及其对金融市场的影响

Quantifying Narratives and Their Impact on Financial Markets

The Journal of Portfolio Management · 2023
被引 4
人大 BABS 3

中文导读

提出基于媒体报道的叙事量化方法,发现叙事指标能预测市场回报,并可用于优化资产配置和构建叙事敏感资产组合。

Abstract

This article introduces a media coverage–based approach to quantify narratives and develops methodologies to explain the extent to which narratives drive financial markets and returns of investment portfolios. The authors show that media-derived narratives may contain predictive information for market returns beyond traditional macro indicators. Finally, the authors demonstrate that narrative indicators can be used to enhance asset-allocation strategies and to gain or hedge exposure to narratives by constructing portfolios of narrative-sensitive assets. These findings contribute to our understanding of how narratives influence financial markets and their impact on asset prices.

金融市场叙事经济学资产配置投资策略媒体分析