Re: [UAI] Measures of dependence between random variables

From: Judea Pearl (judea@cs.ucla.edu)
Date: Wed May 24 2000 - 14:08:30 PDT

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    Prakash,
       Shannon's mutual information has some nice and some
    peculiar properties, see pages 321-323, Probabilistic Reasoning
    (1988)
    ==========Judea

            To: uai@cs.orst.edu
            Subject: [UAI] Measures of dependence between random variables
            From: "Prakash P. Shenoy" <pshenoy@ukans.edu>
            Date: Wed, 24 May 2000 11:25:20 -0700
            Sender: owner-uai@cs.orst.edu
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            Dear UAI colleagues,

            Could someone please point me to references on different measures of
            dependence between random variables? I am familiar with
            covariance/correlation coefficient that measures linear dependence between
            variables. What else is out there that is being used by the Bayes net
            learning community? Thanks in advance for the pointers.

            Prakash Shenoy
            <pshenoy@ukans.edu>



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