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Weakly balanced contributions and the weighted Shapley values

  • We provide a concise characterization of the class of positively weighted Shapley values by three properties, two standard properties, efficiency and marginality, and a relaxation of the balanced contributions property called the weak balanced contributions property. Balanced contributions: the amount one player gains or loses when another player leaves the game equals the amount the latter player gains or loses when the former player leaves the game. Weakly balanced contributions: the direction (sign) of the change of one player’s payoff when another player leaves the game equals the direction (sign) of the change of the latter player’s payoff when the former player leaves the game. Given this characterization, the symmetric Shapley value can be “extracted”from the class of positively weighted Shapley values by either replacing the weak balanced contributions property with the standard symmetry property or by strengthening the former into the balanced contributions property.

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Metadaten
Document Type:Article
Language:English
Author:André Casajus
Chairs and Professorships:Chair of Economics and Information Systems
DOI:https://doi.org/10.1016/j.jmateco.2020.102459
Parent Title (English):Journal of Mathematical Economics
ISSN:0304-4068
Volume:94
Issue:May
Year of Completion:2021
First Page:102459
Tag:Marginality; TU game; Weakly balanced contributions; Weighted Shapley values
Content Focus:Academic Audience
Peer Reviewed:Yes
Rankings:AJG Ranking / 3
SJR Ranking / Q2
Licence (German):License LogoUrheberrechtlich geschützt