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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. Since the (symmetric) Shapley value is characterized by efficiency and the balanced contributions property and satisfies marginality, we pinpoint position of the Shapley value within the class of positively weighted Shapley values to obeying the balanced contributions property versus just obeying the weak balanced contributions property.

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Metadaten
Document Type:Working Paper
Language:English
Author:André Casajus
Chairs and Professorships:Chair of Economics and Information Systems
Full text/ URN:urn:nbn:de:0217-23512
Parent Title (English):HHL Working paper
ISSN:1864-4562
Series (Serial Number):HHL-Arbeitspapier / HHL Working paper (178)
Place of publication:Leipzig
Publisher:HHL Leipzig Graduate School of Management
Year of Completion:2019
Page Number:19
Tag:Marginality; TU game; Weakly balanced contributions; Weighted Shapley values; balanced contributions
Licence (German):License LogoUrheberrechtlich geschützt