Browsing Scientific articles by Subject "Machine learning"

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    • Housing wealth in Norway, 1993–2015 

      Fagereng, Andreas; Holm, Martin Blomhoff; Torstensen, Kjersti Næss (Journal article; Peer reviewed, 2020)
      We provide a new estimate of household-level housing wealth in Norway between 1993 and 2015 using an ensemble machine learning method on housing transaction data. The new housing wealth measure is an improvement over ...

    • 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 ...