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- W2183614543 abstract "Understanding the interaction between random variables in a statistical model is of critical importance in understanding natural and man-made systems. In this thesis, we review some approaches in the literature to address this problem and point out their similarities and differences. Furthermore, we prove results about a basic model with interesting nontrivial behavior that illustrate the concepts contained in these approaches. We also present some basic examples that illustrate a complementary approach using graphs and hypergraphs to represent variable interactions. Finally, we highlight new ideas regarding the treatment of this problem taken both from the literature and our own work." @default.
- W2183614543 created "2016-06-24" @default.
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- W2183614543 date "2011-01-01" @default.
- W2183614543 modified "2023-09-26" @default.
- W2183614543 title "Information Theory and Multivariate Interactions" @default.
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