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News Sentiment as a Factor For Enhancing Quantitative Investment Strategies for Asia Pacific Stocks
In this study, RavenPack data scientists sought to isolate and quantify the additional value provided by news sentiment both by itself and on top of other more traditional factors in trading Asia Pacific equities.
research
Mitigating Risk Using RavenPack Analytics: A Research Roundtable
A growing corpus of research shows that news analytics data has proven useful in forecasting market volatility
blog
Anticipating the next NFP Surprise? Mind the Sentiment!
The US economy was expected to have added nearly 1m jobs in April, but what came out on the 7th of May was a meagre +266k. Could news sentiment have helped us see the negative NFP surprise coming and is it something we should be adding to our NFP checklist going forward?
blog
News Analytics Data Can Help Forewarn of Market Risks
Traditionally used by hedge funds to drive alpha-generating strategies, news analytics data also has applications for assessing financial market risks, as the deep dive into the research below shows.
blog
Bridging the Quantamental Divide: Applications in 2020 and 2021
Quantamental investing is an increasingly popular hybrid approach that combines scientific rigor with discretionary verve. How did the approach prove useful in 2020 and how might it be applied to market themes in 2021?
blog
10 Things We Learned From News Analytics in 2020
Events such as COVID-19 and the U.S. presidential elections have made 2020 a year unlike any other. Below is a summary of 10 of the most interesting data insights we drew from news analytics and sentiment data in 2020.
blog
Trading Small-Caps Comes With Risk and Rewards
Trading Small-Caps Comes With Risks and Rewards, Could News-Based Strategies be the Ideal Solution?
research
European Insider Transactions Strategies Overlaid with Sentiment
Trades made by company insiders can offer clues as to future market direction - and whilst prior studies have proven its efficacy at a global level, how well does it perform for European stocks?
research
APAC Insider Transactions Strategies Overlaid with Sentiment
How can investors use insider transactions overlaid with sentiment data to drive alpha and what are the results if applied to portfolios from the Asia Pacific region? RavenPack’s latest white paper investigates.
Latest Blog Articles
Anticipating the next NFP Surprise? Mind the Sentiment!
The US economy was expected to have added nearly 1m jobs in April, but what came out on the 7th of May was a meagre +266k. Could news sentiment have helped us see the negative NFP surprise coming and is it something we should be adding to our NFP checklist going forward?
News Analytics Data Can Help Forewarn of Market Risks
Traditionally used by hedge funds to drive alpha-generating strategies, news analytics data also has applications for assessing financial market risks, as the deep dive into the research below shows.
Watch: Focus on ESG Investing
We dive into how ESG investors are using news and sentiment data to generate alpha and mitigate risks.
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