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Segmenting German housing markets using principal component and cluster analyses

Wiersma, Simon ; Just, Tobias ; Heinrich, Michael


Purpose Germany has a polycentric city structure. This paper aims to reduce complexity of this structure and to find a reliable classification scheme of German housing markets at city level based on 17 relevant market parameters. Design/methodology/approach This paper uses a two-step clustering algorithm combining k-means with Ward’s method to develop the classification scheme. The ...


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