2 papers
stat.AP2025
Streamlining business functions in official statistical production with Machine Learning
Sandra Barragán, Adrián Pérez-Bote, Carlos Sáez +2
We provide a description of pilot and production experiences to streamline some business functions in the official statistical production process using statistical learning models.…
stat.ML2024
Leveraging Machine Learning for Official Statistics: A Statistical Manifesto
Marco Puts, David Salgado, Piet Daas
It is important for official statistics production to apply ML with statistical rigor, as it presents both opportunities and challenges. Although machine learning has enjoyed rapid…