Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production

Patrick Oliver Schenk, Christoph Kern

National Statistical Organizations (NSOs) increasingly draw on Machine Learning (ML) to improve the timeliness and cost-effectiveness of their products. When introducing ML solutio…