The Design of Global Correlation Quantifiers and Continuous Notions of Statistical Sufficiency

Using first principles from inference, we design a set of functionals for the purposes of ranking joint probability distributions with respect to their correlations. Starting with a general functional, we impose its desired behavior through the Principle of Constant Correlations (PCC), which constra...

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Bibliographic Details
Main Authors: Carrara, Nicholas (Author), Vanslette, Kevin (Author)
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering (Contributor)
Format: Article
Language:English
Published: Multidisciplinary Digital Publishing Institute, 2020-05-22T19:23:08Z.
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