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research | Commodities, Fixed Income, Equities, Forex

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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research | Commodities, Fixed Income, Equities, Forex

How to Use Event Data for Global Macro and Mid-Term Equity Trading

Webinar: how to extract signals from RavenPack event data for mid-term equity trading. We also highlight practical use cases for Global Macro, Trade War and Brexit. Co-hosted by RavenPack and Wolfe Research. Watch the highlights and request the full video and slide deck below.

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research | Commodities, Fixed Income, Equities, Forex

News in Macroeconomics Forecasting - Video and Slides

In terms of what we have in regards to big data in the world that tells you something about economic activity. So if you want to predict microeconomic activity, then you need all the data to be infinity precise. What we do is aggregate everything into a few macroeconomics indicators, such as interest rates, balance of payments, production and so forth.

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research | Commodities

Energy Futures Trading with Machine Learning & Event Detection

We show how combining all models produce solid risk-adjusted returns with lower average bias and without the need to select one particular model.

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research | Commodities

A Textual Analysis of News Events for Crude Oil

Considering news analytics as part of an oil price prediction model, we’re able to include information which is otherwise hard to capture. This allows for new avenues to explore when it comes to alpha capture.

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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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