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research | Equities, Fixed Income, Commodities, 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 | Equities, Fixed Income, Commodities, 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 | Equities, Fixed Income, Commodities, 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

Final Stretch: Are Election Polls Wrong in these 6 US States?

RavenPack uses Artificial Intelligence to analyze sentiment, media attention and historical voting patterns to predict the US presidential election next week. Our model has accurately predicted the winner in 4 out of the last 5 elections.

China’s Covid Miracle and Coronavirus News About the U.S. Election

In this update, we focus in on the country where it all started - China, and the impressive way in which it has managed to limit the virus’ spread and turn around its economy, as well as the link between levels of Covid news about the U.S. elections and candidates’ winning chances.

How News About Black Lives Matter Impacts on Trump’s Winning Chances and other Monitor Highlights

In this update, Biden’s lead narrows after he loses North Carolina but this is balanced by gains elsewhere, and how the news about ‘Black Lives Matter’ is linked to Trump’s chances of winning and the election in general.

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