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research | Equities, Fixed Income, Forex, Commodities

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, Forex, Commodities

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, Forex, Commodities

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

Watch: Understanding Risk Through the Data Mosaic

Presented by Peter Hafez at AI and Data Science in Trading Virtual Event 2021

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?

The Next Chapter in Big Data: Exploring Data Mosaics Podcast

Converting this data into meaningful insights is an ever-evolving task that requires creativity, up-to-date technology and access to talent. Marko will explore how companies transition from old-fashioned decision-making based on heuristics to a data-driven approach that synthesizes technology and big data.

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