Statistical analysis of the Shapley value for microarray games
Game theory may be helpful to analyze the relevance of genes in determining a specific biological condition or response of interest (e.g. a disease of interest) in a population of cells. The first goal of this paper is to understand how accurate is the relevance index provided by the Shapley value on games arising from microarray experiments. Such a question is the prelude to the second subject of this paper, which concerns comparison between the relevance indices under different biological conditions.
shapley value cooperative game theory microarray gene expression non-parametric bootstrap methods