Principal Inertia Components and Applications

© 1963-2012 IEEE. We explore properties and applications of the principal inertia components (PICs) between two discrete random variables $X$ and $Y$. The PICs lie in the intersection of information and estimation theory, and provide a fine-grained decomposition of the dependence between $X$ and $Y$...

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Bibliographic Details
Main Authors: Calmon, Flavio du Pin, Makhdoumi, Ali, Medard, Muriel, Varia, Mayank, Christiansen, Mark, Duffy, Ken R
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2021
Online Access:https://hdl.handle.net/1721.1/134996