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  • How accurate is fund portfolio data?

    Fund portfolio data is well-adopted among institutional investors. At its core, this data type is often used to benchmark performance and track changes in asset flows and allocations to inform investment decisions. In this paper, we summarise a study that discusses biases in fund portfolio data and offers solutions for overcoming them.
    New Literature Review 24 Jun 2025
  • Using transaction data for macroeconomic forecasting in times of crisis

    We review the benefits of using transaction data to forecast short-term GDP in times of economic crisis.
    Literature Review 10 Jun 2025
  • Mapping Chinese manufacturing migration after the tariff shock

    The 2018 Trump tariffs triggered a significant reorganisation of manufacturing activities in China and the rest of Asia. With the 2025 Trump administration implementing even higher tariffs, some Chinese corporations appear less surprised and better prepared, having initiated relocation strategies. In this review, we explore how trade flow and corporate data can reveal the reshaping of the global supply...
    Literature Review 27 May 2025
  • Cures or crashes: Do clinical trial outcomes influence stock prices?

    We explore a paper that analyses how clinical trial result announcements affect the stock prices of sponsoring companies.
    Literature Review 13 May 2025
  • Nowcasting industrial performance using alternative data

    Industrial production indices are often released with significant time lags. In this paper, we explore how a nowcasting model using mobility and energy demand data can precede these estimates and offer greater accuracy.
    Literature Review 29 Apr 2025
  • Do ETFs impact over-the-counter security prices?

    In this report, we summarise a study that examines the impact of ETFs' regulatory disclosures on their underlying over-the-counter (OTC) constituents.
    Literature Review 15 Apr 2025
  • Trump tariffs: Anticipating market impacts with alternative data

    Given the ongoing uncertainty surrounding trade-related policy in the US, we summarise the key findings from a study that explores alternative data-based analytical tools to help investors anticipate the financial implications of potential tariffs.
    Literature Review 1 Apr 2025
  • Can ChatGPT forecast commodity returns?

    Can ChatGPT predict commodity returns? We explore a recent study which shows how its news-based sentiment analysis can outperform traditional models.
    Literature Review 17 Mar 2025
  • Geopolitical risk perceptions: The Russian economy

    We review a study that creates news-based geopolitical risk indicators to quantify the impact that media sources have on the Russian economy.
    Literature Review 27 Feb 2025
  • AI knowledge distillation: The key to DeepSeek’s refinement?

    We highlight the findings and implications of a paper that outlines the launch of DeepSeek’s R1 model, which shook the AI industry in January 2025.
    Literature Review 18 Feb 2025
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