Abstract
This study seeks to address the difficulty of pricing art and the limitations of conventional valuation models by using visual analysis to determine the price of paintings. We examine a large hand-collected sample of classical paintings by Swedish Masters, categorize them based on various dimensions, and reduce measurement error by visually examining and classifying each painting into a theme. We compare this ‘visual’ approach with the conventional ‘terminological’ approach. We find that the technique, theme, and auction house all have a substantial impact on the price. We argue that a visual inspection should take precedence over analysis based on the artwork’s title. This is because the latter leaves many artworks unclassified and results in a systematic bias. The study demonstrates the importance of using art-informed characteristics to reduce measurement error in pricing paintings.
Original language | English |
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Article number | e0296906 |
Number of pages | 19 |
Journal | PLoS ONE |
Volume | 19 |
Issue number | 1 |
DOIs | |
Publication status | Published - 19 Jan 2024 |