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来源类型Working Paper
规范类型报告
DOI10.3386/w24430
来源IDWorking Paper 24430
How News and Its Context Drive Risk and Returns Around the World
Charles W. Calomiris; Harry Mamaysky
发表日期2018-03-26
出版年2018
语种英语
摘要We develop a classification methodology for the context and content of news articles to predict risk and return in stock markets in 51 developed and emerging economies. A parsimonious summary of news, including topic-specific sentiment, frequency, and unusualness (entropy) of word flow, predicts future country-level returns, volatilities, and drawdowns. Economic and statistical significance are high and larger for year-ahead than monthly predictions. The effect of news measures on market outcomes differs by country type and over time. News stories about emerging markets contain more incremental information. Out-of-sample testing confirms the economic value of our approach for forecasting country-level market outcomes.
主题Financial Economics ; Portfolio Selection and Asset Pricing ; Financial Markets
URLhttps://www.nber.org/papers/w24430
来源智库National Bureau of Economic Research (United States)
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条目标识符http://119.78.100.153/handle/2XGU8XDN/582103
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Charles W. Calomiris,Harry Mamaysky. How News and Its Context Drive Risk and Returns Around the World. 2018.
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