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AStA Wirtschafts- und Sozialstatistisches Archiv

Issue 3-4/2023

Content (7 Articles)

Editorial issue 3 + 4, 2023

  • Open Access
  • Editorial

Florian Dumpert, Sebastian Wichert, Thomas Augustin, Nina Storfinger

Ten propositions on machine learning in official statistics

  • Originalveröffentlichung

Arnout van Delden, Joep Burger, Marco Puts

Exploring quality dimensions in trustworthy Machine Learning in the context of official statistics: model explainability and uncertainty quantification

  • Originalveröffentlichung

Saeid Molladavoudi, Wesley Yung

Qualitätsdimensionen maschinellen Lernens in der amtlichen Statistik

  • Open Access
  • Originalveröffentlichung

Younes Saidani, Florian Dumpert, Christian Borgs, Alexander Brand, Andreas Nickl, Alexandra Rittmann, Johannes Rohde, Christian Salwiczek, Nina Storfinger, Selina Straub

Can machine learning algorithms deliver superior models for rental guides?

  • Open Access
  • Originalveröffentlichung

Oliver Trinkaus, Göran Kauermann

Quality aspects of annotated data

  • Open Access
  • Originalveröffentlichung

Jacob Beck

Innovation for improving climate-related data—Lessons learned from setting up a data hub

  • Open Access
  • Originalveröffentlichung

Hendrik Christian Doll, Gabriela Alves Werb

Jun 23
Issue: 2/2023
Mar 24
Issue: 1/2024

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