Article ID Journal Published Year Pages File Type
397254 International Journal of Approximate Reasoning 2016 12 Pages PDF
Abstract

•The measure of functional dependence for random vectors is proposed.•Calculated examples related to this measure are provided.•Some basic properties of this measure are proved and discussed.

In this work, we define a set of properties that any measure of functional dependence that exists between random vectors should possess. We also construct measures of functional dependence and show that they satisfy the properties mentioned above. Relationships between these measures and previously defined measures of functional dependence between random variables are discussed.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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