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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?
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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.
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News Sentiment Investment Strategies in APAC - A Case Study
Trading strategies based on Asia Pacific news sentiment produced excess returns for up to a month ahead
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Insider Trading Strategies Enhanced by News Sentiment Data
This study shows how insider transaction data can be used to generate profitable trading signals, and enhanced using a News Sentiment overlay
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RavenPack News Sentiment Data Outperforms During Coronavirus Crisis
News sentiment data can still enhance alpha strategies and provide downside protection during periods of intense volatility.
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Enhancing Quantamental Signals with Sentiment
The author shows how a sentiment signal, derived from news and social media, performs as an overlay to an existing leveraged buyout strategy (LBO). The study should be of interest to activists, risk arbitrageurs and speculators on the long side as well as market participants (typically quants), looking to eliminate event risk on the short side.
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Video: Enhancing Macroeconomic Nowcasters with Big Data
In this talk, Salman discusses an approach to harness big data and improve an existing nowcasting framework in order to better understand the risks and potentially enhancing the performance of investments decisions.
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Video: Forecasting Stock Beta with Machine Learning and Equity Sentiment
Robert discusses the benefits of using machine learning to forecast equity beta. In addition to common fundamental variables and historical beta he also incorporates equity sentiment data into the set of predictor variables.
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Video: Asset Managers: It's Time to Monetize Your Own Data
Peter presents a real case study showcasing how a fundamental asset management firm is leveraging RavenPack technology to transform their own emails, messages, and files into trading signals to create alpha generating strategies.
Latest Blog Articles
Biden Lengthens His Lead, Is Media Exposure a Good or Bad Thing? Biden Sentiment Even Higher
In this update, Biden’s lead lengthens, media exposure can be a double-edged blade, and a pattern on Biden’s sentiment chart suggests a breakout higher. Read more.
Forecasting Second Lockdowns and their Macro-Economic Impact Using RavenPack
This article looks at how alternative data can forewarn investors of the reintroduction of economically damaging lockdown measures and further to estimate the impact of such measures on the economy
Global Panic Falls, an Infodemic of Fake News, and Forecasting Second Lockdowns
In our latest COVID update, global panic falls to levels that might correspond with a more positive outlook for the coronavirus pandemic, the Fake News Index hits a 3-month high as an infodemic of misinformation and fake news spreads, and we explore the art of forecasting second lockdowns using our news analytics platform.
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