Bank of England: How Machine Learning Uses Surveys & News to Predict the Economy (Explained)

This episode dives into a Bank of England Staff Working Paper exploring how machine learning techniques can enhance macroeconomic forecasting. We break down the paper's findings on using diverse data sources, from traditional surveys to text-based indicators from news articles, to predict economic activity. Discover which models and data combinations yield the most accurate predictions and why the biggest gains are often seen in the short term. This episode explains a real academic paper in plain English for a general audience. Source paper: https://www.bankofengland.co.uk/-/media/boe/files/working-paper/2021/forecasting-uk-gdp-growth-with-large-survey-panels.pdf Keywords: Forecasting, Machine Learning, Macroeconomics, Big Data, Economic Prediction, Central Banking