• Dominant Drivers of National Inflation 

      Ditzen, Jan; Ravazzolo, Francesco (CAMP Working Paper Series;08/2022, Working paper, 2022-12-29)
      For western economies a long-forgotten phenomenon is on the horizon: rising inflation rates. We propose a novel approach christened D2ML to identify drivers of national inflation. D2ML combines machine learning for model ...
    • News-driven inflation expectations and information rigidities 

      Larsen, Vegard Høghaug; Thorsrud, Leif Anders; Zhulanova, Julia (Journal article; Peer reviewed, 2020)
      Using a large news corpus and machine learning algorithms we investigate the role played by the media in the expectations formation process of households, and conclude that the news topics media report on are good predictors ...