shapleyValue: Shapley value of a cooperative game
Given a cooperative game, the
computes its Shapley value.
shapleyValue(n, S = NULL, v)
number of players in the cooperative game.
vector with all the possible coalitions. If none
has been specified the function generates it
vector with the characteristic function of the
shapleyValue functions returns a matrix with all
the marginal contributions of the players
contributions) and a vector with the Shapley value
The Shapley value is a solution concept in cooperative game
theory proposed by Lloyd Shapley in 1953. It is obtained as
the average of the marginal contributions of the players
associated with all the posible orders of the players.
Lloyd S. Shapley. "A Value for n-person Games". In
Contributions to the Theory of Games, volume II, by H.W.
Kuhn and A.W. Tucker, editors. Annals of Mathematical
Studies v. 28, pp. 307-317. Princeton University Press,
# Cooperative game
n <- 3 # players
v <- c(4, 4, 4, 8, 8, 8, 14) # characteristic function
# Shapley value
shapleyValue(n, v = v)