We are pleased to announce that CARMA 2022 will host a special session on Big Data for Central Banks, organized by Juri Marcucci (Bank of Italy). It will include the following presentations:

An interpretable machine learning workflow with an application to economic forecasting
Andreas Joseph (Bank of England)

Identifying Financial Crises Using Machine Learning on Textual Data
Seung Jung Lee (Federal Reserve Board)

Opportunities and risks in the residential sector during a green transition: House prices, energy renovations and rising energy prices
Alessandro T. Martinello (Danmarks Nationalbank)

Central Bank Mandates and the Financial Cycle: through the Lens of Federal Reserve Speeches
Isaiah Hull (Sveriges Riksbank)

Textual analysis of a Twitter corpus during the COVID-19 pandemics
Juri Marcucci (Bank of Italy)